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Therefore, it is advantageous to perform different types of transforms to prepare the structure of the data in such a way that it can be consumed inside a BI visualization without the need for these complex structural manipulations Typically, the transform portion of ETL focuses on several main tasks: vertical partitioning, horizontal partitioning, aggregations, and other less time-consuming tasks like sorting or splitting up tables Vertical partitioning refers to filtering the data sets and stripping off unwanted rows from the data For example, if we had information in our data feed that spanned the years 1950 to 2010 and only the last decade were relevant, we could simply avoid processing the older years to the destination Horizontal partitioning is similar to vertical partitioning However, horizontal partitioning strips off unwanted columns or attributes from the data.

As mentioned earlier, an SSIS package is defined by tasks, connections, containers, and precedence constraints. A package can contain one or more tasks (also called executables). SSIS has added several new tasks and enhanced others, and we will briefly review some of these tasks in this section. Different SSIS tasks will appear in the Toolbox window depending on the current design surface.

Silverlight 3 has powerful animation capabilities that allow the designer or developer to animate any property value of type Double, Color, or Point. Animation lets you vary a property between two values over a specified period of time, thus providing the illusion of motion or transformation.

Figure 21-24 shows the Toolbox when you re working in the Control Flow design surface. Let s look at the available containers and tasks.

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For example, if we had address information (city, state, and ZIP) for our consultants in the data feed and this was deemed not relevant to our BI solution, we could simply ignore.

In Silverlight 3, the animation engine is left to interpret how to change the value over the specified period of time between the configured values for the property that is being animated. To apply an animation to a UI element, create a Storyboard, and set TargetName and TargetProperty to specify the element and the property of the element to animate. Nest the animation within the Storyboard element in XAML like this: <Storyboard x:Name="Rect1MouseMove"> <DoubleAnimation BeginTime="00:00:00.5" From="1" To="7" AutoReverse="True" Duration="00:00:00.5" Storyboard.TargetName="Rect1" Storyboard.TargetProperty="(Shape.StrokeThickness)"/> </Storyboard> The TargetName and TargetProperty attributes are attached properties for the Storyboard class. Storyboard objects are usually created as resources within either the Application.Resources or UserControl.Resources element, making it easy to interact with the Storyboard by referencing it by the x:Name value. Also, a Storyboard can contain more than one animation, allowing one Storyboard to animate multiple objects and properties. The Storyboard class provides Begin, Pause, Stop, and Resume methods you can use to control the Storyboard programmatically. For a Button Click event, the following code starts the animation: private void Rect1_MouseEnter(object sender, MouseEventArgs e) { Rect1MouseMove.Begin(); } Triggers provide an elegant way of firing an animation. Silverlight 3 supports Triggers like WPF, where an animation is kicked off via XAML code only; but currently, the only supported event that can be associated with a trigger is Loaded. Here is an example: <Rectangle.Triggers> <EventTrigger RoutedEvent="Rectangle.Loaded"> <BeginStoryboard> <Storyboard> <DoubleAnimation Storyboard.TargetName="Rect1" BeginTime="00:00:00.1" Storyboard.TargetProperty="(UIElement.Opacity)" From="0.0" To="1.0" Duration="0:0:1" /> </Storyboard> </BeginStoryboard> </EventTrigger> </Rectangle.Triggers>

Containers provide a way to logically group tasks together for readability or dependency purposes. SSIS provides three Control Flow containers: the For Loop container, the Foreach Loop container, and the Sequence container.

Note Keyframe animations provide greater control over animations, as we cover in Recipe 3-12.

those columns. The benefit would be that less space would be taken up in our data warehouse. Aggregation is essentially taking related data for input and returning a single scalar result (e.g., if we wanted to sum up all the hours our consultants worked in a given time period). Load: This refers to taking the output of the transformation step and placing it into the appropriate location in the data warehouse, which could be a database or an in-memory data structure. The transform step massages the data structure so that it will easily fit into the destination tables.

The Sequence container can contain one or more tasks, or other containers, allowing you to logically group tasks together. Because these tasks are contained within a Sequence container, they can be managed as a unit. This task provides visual benefits as well by selecting the upper-right corner of a container, you can expand or collapse the detail of the tasks within, further enhancing readability of the package, as shown in Figures 21-25 and 21-26.

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