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The Select Dimension Attributes page, shown in Figure 5-14, lets you specify additional columns to add to the dimension as dimension attributes. By default, each attribute forms a hierarchy called an attribute hierarchy that lets the user analyze data by the members of this hierarchy. For example, the Color attribute hierarchy will contain the distinct values of the underlying Color column. This is incredibly useful because it lets the user see the aggregated measure values of each member of the attribute hierarchy. For example, the user can browse the Sales Amount measure by the product color. Some columns might not be meaningful to the end user. You can clear the Enable Browsing check box to hide the attribute when a user browses the cube. SSAS also supports assigning a predefined attribute type to an attribute. This is important when designing the time dimension because it tells the server which attributes represent time periods (year, quarter, month, and so on) when you write time-related calculations, such as Year-To-Date and Quarter-To-Date. The attribute type is optional for other dimensions, but it can be useful for providing hints about what this attribute represents to the client application, such as an OLAP browser.

2-28

2

On the Completing The Wizard page, give the new dimension a name, and then click Finish to create the new dimension. The new dimension will automatically be opened in the Dimension Designer, as Figure 5-15 shows.

CREATE CREATE CREATE CREATE CREATE CREATE NONCLUSTERED NONCLUSTERED NONCLUSTERED NONCLUSTERED NONCLUSTERED NONCLUSTERED INDEX INDEX INDEX INDEX INDEX INDEX TestIndex TestIndex TestIndex TestIndex TestIndex TestIndex ON ON ON ON ON ON Test.TableA Test.TableA Test.TableA Test.TableA Test.TableA Test.TableA (Col1, (Col2, (Col1) (Col2) (Col1, (Col3) Col2); Col1); INCLUDE (Col2); INCLUDE (Col1); Col2, Col3); INCLUDE (Col1, Col2);

Network ID (16 bits) 172 16 0 0 Host ID (16 bits)

After you create a dimension, you can use the Dimension Designer to modify the design of the dimension adding, changing, and removing attributes and hierarchies. A new dimension is not automatically added to the cube in the projects. You need to manually add the dimension to the cube and associate the dimension with the related measure groups.

172 16 0 0 # of hosts = 216 - 2 0 0 # of subnets (segments) = 1

As you can see, the columns only need to be found in the index; their position and whether they are found in the index key or are included columns (discussed in this lesson) does not

Figure 2-10

To add a new attribute, right-click a source column within the Data Source View pane of the Dimension Designer, and then select New Attribute From Column. Alternatively, you can drag the column onto the Attributes pane. To remove an attribute, select the attribute within the Attributes pane and click Delete on the Dimension Designer toolbar, or simply press the Delete key. Modifying attributes (by changing attribute properties) is covered later in this lesson, and working with hierarchies is discussed in 6.

Network ID (16 bits) 172 16 0 0 Subnet ID (8 bits) Host ID (8 bits)

AND Extended subnet mask (+8 bits)

7

figure 5-15 Use the Dimension Designer to modify the attributes and hierarchies in a dimen-

172 16 0 0

255 255 255 0 # of hosts per subnet = 28 - 2

As you do in the Cube Designer, you use the Properties window within BIDS to modify many aspects of a dimension, its attributes, and its hierarchies. for the dimension itself, the following two properties define the storage mode for the dimension: StorageMode and ProactiveCaching. The StorageMode property determines whether the dimension is stored by using multidimensional oLAP (MoLAP) or relational oLAP (RoLAP) mechanisms. The ProactiveCaching property determines whether the SSAS service will process and update the dimension automatically. Most typical SSAS solutions use MoLAP storage and do not employ proactive caching. See 7 for a full discussion of the storage modes in SSAS.

matter. Of course, both the execution plan and the performance could differ greatly between these indexes; however, they all cover the query. The performance benefit gained by using a covered index is typically great for queries that return a large number of rows (a non-selective query) and small for queries that return few rows (a selective query). Remember that a small number of rows could be 10 for a table with a couple of hundred rows and 1,000 for a table with millions of rows. Following is a performance comparison of four queries. The table that the queries are executed against has the following schema and is populated with 1,000,000 rows:

Figure 2-11

To determine the number of subnets available within an address space, simply calcu late the value of 2y, where y equals the number of bits in the subnet ID. For example, when the network address space 172.16.0.0/16 is subnetted to /24, 8 bits are reserved

As with the overall dimension, each attribute within a dimension has properties that control the use and behavior of the attribute. Table 5-3 describes some of the most commonly used properties for an attribute.