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Over a number of years, very complex logic can be embedded into reporting systems Sometimes the logic is applied to load data into a database, but in many cases the logic is applied when reports are created This means that if the logic changes, it needs to be changed everywhere Unfortunately, over time, there can be a divergence of this logic across different reports In addition, this logic can be a series of rules that are applied in layers For example, the logic may rst get the subset of new customers Next, logic is determined using a series of codes to identify the source of their business (agents, the web, or other channels) Finally, a complex formula is applied to determine their sales potential This is a simple example to communicate the concept In reality, business logic can be extremely complex, with many layers The challenge for the data warehouse team is to determine where to get these rules Some organizations can have dozens of SAS programs with many lines of code to apply the business logic, and the original author of the logic is no longer with the company The IT team members can reverse engineer the programs and/or reports to derive the existing business rules Then, the business team members need to review those rules to determine whether they are still appropriate However, another option is to start over and develop rules from scratch This can be a better choice if the rules have been in place for a long time, the business itself has changed signi cantly, or the rules were not clearly de ned and applied consistently in the current environment Which option to pursue should be a joint decision between IT and the business

The process of upgrading a BDC to a domain controller is simple. When the Active Directory Wizard appears after the server installation, choose to become an additional domain controller for an existing domain. The remaining options in the wizard are very similar to the previous steps, and you can see a complete walk-through in 7.

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A comprehensive test plan is needed to ensure that the data is correct The business must provide a set of test cases that can be used during development and testing This gives the baseline for comparison with the data warehouse For example, to validate earned premium, the business can provide a report with actual earned premium by state by calendar month for the last six months This can be used to compare with the data pulled from the data warehouse If there are major changes in the business rules, an existing report will not suf ce for comparison A subset of raw data may need to be pulled and manipulated manually to provide the results for some test cases Some of the best people to help with the initial data validation are those individuals who, if required to use the new database, would immediately look for aws They would compare reports from the data warehouse with reports that they have been using themselves for years This business participation also helps others to have more con dence in the data because people they respect have helped validate it

So, you ve opened your new integrity account and are determined to take only those actions that increase your power and confidence. Then your wife comes into the room wearing a new outfit that makes her look dumpy and sad. How do I look she asks (at this point you mentally run down a few relevant items on your list: being honest, saying what you mean, treating others with respect, not speaking in a way that causes harm to others). What do you do

Summary

Some organizations have separate testing and quality assurance groups This requires that the test cases and instructions to run the system be provided The people performing these tests may have very little exposure to data warehousing or the data you are loading This requires that more care be given to developing and documenting these test cases

In this appendix, you explored a PDC/BDC upgrade reference so that primary domain controllers and backup domain controllers in Windows NT can be upgraded to the Active Directory. Upgrading your existing domains does not have to be a difficult task, but like all upgrades, make certain you have backed up your data, you have an upgrade plan in place, and you can recover from the upgrade should you experience problems along the way.

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