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The most important consideration when designing an application is that it meets the needs of the customer A, B, C, E, and F are incorrect Ensuring the application is produced on time and within budget is something that should be done, but it is not the number one concern The application does not have to be the best possible solution under the circumstances As long as it meets the customer s needs, it is considered adequate All of the other considerations are secondary to meeting the customer s needs..

Instead, the objectives for this chapter are simple: 1 To understand each approach at a high level 2 To understand the place of the star schema in each 3 To eliminate some common misconceptions.

The UCConnectionRequestInfo class contains the data (such as the username, password, and other information) necessary to establish a connection:

package ucnyjca; import javax.resource.spi.ConnectionRequestInfo; public class UCConnectionRequestInfo implements ConnectionRequestInfo { private String user; private String password; public UCConnectionRequestInfo(String user, String password) { System.out.println("We are executing UCConnectionRequestInfo"); this.user = user; this.password = password; } public String getUser() { System.out.println("We are executing UCConnectionRequestInfo.getUser"); return user; } public String getPassword() { System.out.println("We are executing UCConnectionRequestInfo.getPassword"); return password; } public boolean equals(Object obj) { System.out.println("We are executing UCConnectionRequestInfo.equals"); if(obj == null) return false; if(obj instanceof UCConnectionRequestInfo) { UCConnectionRequestInfo other = (UCConnectionRequestInfo)obj; return isEqual(user, other.user) &&

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If you have a data warehouse or analytic application in production, don t expect a direct match with one of these archetypes. Each real-world implementation is different. Yours may contain elements from one or more of these architectures. You should make an effort to understand the alternatives, however. This will give you a better grasp of what is and what is not true about dimensional design.

isEqual(password, other.password); } else { return false; } } public int hashCode() { System.out.println("We are executing UCConnectionRequestInfo.hashCode"); String result = "" + user + password; return result.hashCode(); } private boolean isEqual(Object o1, Object o2) { System.out.println("We are executing UCConnectionRequestInfo.isEqual"); if(o1 == null) return o2 == null; else return o1.equals(o2); } }

In May of 2000, a well-known thought leader in data warehousing had this to say about dimensional design: if I had to design a data mart tomorrow, I would not consider using any other approach No, it wasn t Ralph Kimball Those words were written by WH Inmon, in an article that appeared in DM Review magazine Although it is not a surprise to people who follow Inmon s approach to data warehousing, these words never cease to astound adherents of other approaches I am not sure how we reached this state of affairs, although I suspect that the trade press s desire to contrast Inmon with Kimball is partly to blame So I will begin by shining some light on Inmon s approach Bill Inmon is a prolific writer and contributor to the data warehousing community.

1. Open a new Visual Studio .NET project. 2. Select File | Add Item from the menu. 3. Select XSD Schema. The program will open the XSD Schema Designer

The UCDataSource class serves as a connection factory for the underlying connections. Because the example adapter does not implement the CCI interfaces, it implements the DataSource interface in the javax.sql package:

Through hundreds of articles and dozens of books, he has developed and shared an approach to data warehousing that he calls the Corporate Information Factory This hub-and-spoke architecture is common, even in IT shops that do not attribute their architecture to Inmon A highly simplified depiction of the Corporate Information Factory appears in Figure 2-1 Some liberties have been taken, removing numerous components that are not relevant to this discussion and using some generic terminology For the purpose of understanding the underlying data architecture, and the place of the star schema in it, this diagram is true to Inmon s approach To understand this architecture, start by looking at the left side of the diagram There, you will find the operational systems, or transaction systems, that support the business.

package ucnyjca; import java.io.PrintWriter; import java.io.Serializable; import java.sql.*; import javax.naming.Reference; import javax.resource.Referenceable; import javax.resource.ResourceException; import javax.resource.spi.ConnectionManager; import javax.resource.spi.ManagedConnectionFactory; import javax.sql.DataSource; public class UCDataSource implements DataSource, Serializable, Referenceable

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