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not possible to create a browse query that shows the list of policies where the policy holder is married Policies and marital status come from separate tables, related through payment_facts If there have been no payments, there will be no fact table rows to link these tables In situations that call for mini-dimensions, this limitation is frequently not a concern It is rare that users wish to construct browse queries that reach down to the most detailed level of a large dimension The policy coverage attributes, for example, are used to apply filters to queries, drive subtotals, and so forth Rarely does a user want to browse through this data to the individual policy level It is possible to provide limited browsability between a dimension and mini-dimension This can be achieved by adding a foreign key to the dimension table that refers to the mini-dimension.

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Table 5-8.

For simple joins, it's fairly easy to write the correct SELECT statement based on an English-language request or to look at a SELECT statement and figure out what it does. When many tables are joined or when the search conditions become complex, however, it becomes very difficult just to look at a SELECT statement and figure out what it means. For this reason, it's important to define more carefully and just a bit more formally what a join is, what query results are produced by a given SELECT statement, and just a little bit of the theory of relational database operation that underlies joins.

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This reference represents the current corresponding mini-dimension row In the case of policy, for example, the record for Hal Smith can be supplemented with a foreign key to the policy_coverage table, representing the current coverage characteristics for Hal In Figure 6-6, this is done by adding pol_coverage_key_current to the policy table This foreign key just happens to be the same mapping that ETL developers need in order to load facts properly, as discussed earlier The cross-browsability enabled by keeping a mini-dimension key in the dimension is limited For each dimension row, it is only possible to look at the current information in the mini-dimension History is not maintained For example, it is only possible to see the current policy coverage data for Hal Smith s policy; if his coverage details change, the foreign key is updated in the policy table.

Vendors of Third-Party Tape Backup Hardware (continued)

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A join is a special case of a more general combination of data from two tables, known as the Cartesian product (or just the product) of two tables. The product of two tables is another table (the product table), which consists of all possible pairs of rows from the two tables. The columns of the product table are all the columns of the first table, followed by all the columns of the second table. Figure 7-11 shows two small sample tables and their product.

In this respect, the foreign key is treated like a type 1 attribute Tracking the change history or treating the foreign key reference as a type 2 attribute would require a new row to be inserted into the policy table each time Hal Smith s coverage changed That would defeat the original purpose of the mini-dimension, which was to stem the growth of the policy table..

Most vendor websites have white papers and technical explanations of the advantages of various solutions. Be sure that you understand the technical issues when evaluating their claims. For example, some vendors may claim overall higher capacities or throughput, but make sure that they re using reasonable estimates for data compression and real-world devices. A controller that can handle up to 80MB/sec data throughput will not buy you much if you are connected to a single tape backup device that can sustain only a fraction of that speed. Also, burst speeds are often quoted, but in the real world, these values may be of limited relevance. In any case, being an informed buyer will help you to avoid many potential surprises.

DAY PAYMENT_FACTS INVOICE day_key invoice_key customer_key product_key policy_key policy_coverage_key . . . (facts) . . . POLICY policy_key policy_number policy_holder address pol_coverage_key_current . . .

- 117 -

Regardless of the hardware you select, you ll be working most closely with the backup software you choose to implement. Although the built-in utilities provided with Windows NT and Windows 2000 might be enough for smaller organizations, most businesses will probably choose to invest in products that offer more features and management flexibility. From the software console of a backup product, you ll be able to perform the majority of common functions that are required to implement and maintain your data

POLICY_COVERAGE pol_coverage_key family_size covered_parties spouse_coverage covered_children deductible_amount . . .

protection plan. In this section, we ll cover some useful features and other considerations you should keep in mind when choosing backup software. In the next section, we ll look at some specific products that might work well for your business. First, let s start with a general list of criteria for considering backup software.

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