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Rows with the value zero will fill reports, a phenomenon that you learned in 4 leads to an ever-increasing series of workarounds Even if accepted, there is still another issue to face when recording the balance with each transaction Less obvious, but equally problematic, is the fact that there will be some days where there are more than one transaction If a balance is stored with each transaction, then it is likely it will be double-counted by queries This can only be avoided by looking for cases where there are multiple rows for a given day, and filtering the query to consider only one row Computing balance in this manner across a group of accounts, rather than just one, would require a correlated subquery This might be mitigated with the addition of a flag to indicate the last transaction of the day, but the frog is starting to boil.

After you set up the various types of publications you want to make available, it s time to create push and pull subscriptions. Like the other tasks related to replication, this can easily be set up by using wizards. The basic steps involve choosing a source publication and then specifying a destination database. In most cases, you ll probably want to create a new database to serve as a container for the replicated items. You ll also be able to specify how often subscriptions are refreshed. Options range from continuous refreshing to running them on specific schedules. For more information on the exact steps required to push or pull subscriptions, use the appropriate wizards or see SQL Server Books Online.

(See 4 for more on boiling frogs) TIP Balances, levels, and similar status measurements often represent the cumulative effect of a series of transactions If it is necessary to support the study of this kind of fact, do not store it with the transactions Storing a transaction and its effect in the same row of a fact table is always problematic..

In this case, the inner query is a summary query and the outer query is not, so there is no way the two queries can be combined into a single join.

NOTE: You can set up replication between databases on the same server. Although this might cause an unnecessary decrease in performance, it s a great way to test your replication settings before making them available to other machines across the network.

While the focus of the operational system is the execution of a business process, the analytic system supports the evaluation of the process. How are orders trending this month versus last Where does this put us in comparison to our sales goals for the quarter Is a particular marketing promotion having an impact on sales Who are our best customers These questions deal with the measurement of the overall orders process, rather than asking about individual orders. Interaction with an analytic system takes place exclusively through queries that retrieve data about business processes; information is not created or modified. These queries can involve large numbers of transactions, in contrast to the operational system s typical focus on individual transactions. Specific questions asked are less predictable, and more likely to change over time. Historic data will remain important to the analytic system long after its operational use has passed. The differences between operational systems and analytic systems are highlighted in Figure 1-1. The principles of dimensional modeling address the unique requirements of analytic systems. A dimensional design is optimized for queries that may access large volumes of

Although the quickest and easiest way to configure replication is by using the wizards in Enterprise Manager, you might want to use Transact-SQL commands so that you can access the additional features they offer. Transact-SQL commands can also be used to create custom jobs or modify those that were created in Enterprise Manager. For example, if you want to set up complex replication scenarios on many servers, you can create a single script or stored procedure that quickly performs the necessary operations. Furthermore, Transact-SQL commands support more options than are available using the GUI tools. Table 8-1 lists some of the useful system-stored procedures that can be used to configure and manage SQL Server replication. By using these commands, you can work with replication settings. A good way to learn about how the stored procedures are used to create publications is to generate a