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It also describes the SQL security scheme that prevents unauthorized access to data, and the SQL system catalog that describes the structure of a database This part also discusses the significant differences between the database structures supported by various SQL-based DBMS products Part Five, "Programming with SQL," describes how application programs use SQL for database access It discusses the embedded SQL specified by the ANSI standard and used by IBM, Oracle, Ingres, Informix, and most other SQL-based DBMS products It also describes the dynamic SQL interface that is used to build general-purpose database tools, such as report writers and database browsing programs Finally, this.

Total order dollars in the star will be different from what is reflected in the source system Exclusion of the order also means that valid characteristics of the transaction, such as the salesperson associated with the order, are excluded from the star as well, even though they are known The solution to this dilemma requires three elements First, a special row is added to the dimension It will be referred to by facts that cannot be validated Second, a transaction identifier must be stored somewhere in the star This will allow the fact to be corrected later, once the value is validated Last, a means must be in place to associate the transaction with the data value that could not be validated This can be used to automate the update of the fact once the value has been incorporated into the dimension.

Figure 3-30.

In the case of the invalid product, a solution is depicted in Figure 17-9 First, a special row is placed in the product table to designate invalid products This technique was introduced in 6 In the example, this row has the product_key value 0, and each of its attributes contains a value indicating invalid When a transaction is encountered that cannot be validated against the product table, this product key can be used to load it into the fact table This allows the fact table to represent total orders, orders by date, orders by salesrep, and so forth, even if the product is not known The fact table itself includes the order_line_id, which identifies the transaction This will allow the order to be identified and corrected once a product has been added to the dimension for the failed product code.

part describes the popular SQL APIs, including ODBC, the ISO-standard Call-Level Interface, and Oracle Call Interface, and contrasts them with the embedded SQL interface. Part Six, "SQL Today and Tomorrow," examines the state of SQL-based DBMS products today, major database trends, the "hot" new applications, and the directions that SQL will take over the next few years. It describes the intense current activity in SQL networking and distributed databases, and the evolution of special features to support SQL-based OLTP, and SQL-based data warehousing. This part also discusses the impact of object technology on SQL and relational databases, and the emergence of hybrid, object-relational database models.

3:

An exception table is not strictly required, but it will help in automating this correction process It contains the value that failed validation, and the transaction identifier that can be used to find the fact table row..

The dramatic growth of PC LANs through the 1980s and 1990s created a new opportunity for departmental or "workgroup" database management The original database systems focused on this market segment ran on IBM's OS/2 operating system In fact, SQL Server, now a key part of Microsoft's Windows strategy, originally made its debut as an OS/2 database product In the mid-1990s, Novell also made a concentrated effort to make its NetWare operating system an attractive workgroup database server platform From the earliest days of PC LANs, NetWare had become established as the dominant network operating system for file and print servers Through deals with Oracle and others, Novell sought to extend this leadership to workgroup database servers as well The arrival of Windows NT on the workgroup computing scene was the catalyst that caused the workgroup database market to really take off.

PRODUCT 1 Used in the fact table when an order has an invalid product_code product_key 0 101 102 row_type Invalid Product Product product_code [Invalid] B57330-1 B47770-2 product_name n/a Cardboard Box Bubble Envelope

Data Protection in Windows NT/2000

PRODUCT 2 Ensures that fact table row can be found and updated when the invalid product_code has been added to the dimension ORDER_FACTS product_key day-key customer_key salesrep_key order_line_id . . . quantity_ordered . . . DAY