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These numbers are being specified at various levels, including products, categories, and a grand total Look again, and you may notice another fact: quantity ordered Although it is not being subtotaled, this number is presumably being aggregated In this case, it looks like quantity ordered by product is being aggregated from individual orders The style of the report in Figure 1-2 is sometimes referred to as tabular Other reports may cross-reference facts and dimensions in matrix format, or even display facts graphically The values being plotted are facts; axis values, bar labels, and qualifications are dimensions In some cases, it can be hard to tell whether a data element is a fact or a dimension Sometimes, a single data element can be used in both ways 6, More on Dimension Tables, discusses behavioral attributes, which are dimensions that have been derived from facts.

CC list BCC list Attachments Date received Read status Message type To read a single message, you must specify the @messageid parameter. You can retrieve this ID either from the previous list or by using the xp_findnextmsg extended stored procedure.

There is no simple way to determine which encodings are supported, but you can call the getEncoding() method to obtain the name of the encoding used by the InputStreamReader. Characters that do not exist in a specific character set are substituted with another character, usually a question mark.

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Later, 11, Transactions, Snapshots, and Accumulating Snapshots, looks at techniques used to construct facts out of dimension values It is also possible to find a process where there does not appear to be a clear measurement 12, Factless Fact Tables, describes how the factless fact table can be used to deal with this kind of situation You also may find that some important business metrics are not so easily rolled up 3, Stars and Cubes, considers nonadditive facts, while 11 discusses the curious case of semi-additive facts..

An OutputStreamWriter is a mechanism for converting data from character streams to byte streams: Characters written to it are translated into bytes according to a specified character encoding. The encoding that it uses is either specified explicitly by name (again an ISO number), or the default encoding for the platform is the default. Every invocation of the write() method will in turn call the encoding converter for the given character(s). The converted bytes are buffered before being written to the output stream. Again, as with InputStreamReader, you cannot determine which encodings are supported, but calling the getEncoding() method will return the encoding used by the OutputStreamWriter. Characters that do not exist in a specific character set are substituted with another character, usually a question mark.

A dimensional design organizes facts and dimensions for storage in a database. It is common for a set of dimensions to share relationships to one another, independent of facts. These are grouped together in a single table to reflect their natural clustering. Similarly, facts that are available at the same level of detail are grouped together. For example, suppose a study of the orders process reveals the facts and dimensions shown in Figure 1-3. In this example, products are being sold by a distributor to retail stores, so the customers are companies. Each of the facts listed in the column on the left may be rolled up according to the dimension values in the right-hand column. Notice natural affinities exist among the dimension values. Some of them clearly belong together. For example, product and product description both seem to be associated with SKU. Salesperson name is determined by salesperson ID. Other dimensions are more distantly associated. Products, for example, have brands. Salespeople work in regions. Figure 1-4 shows how the facts and dimensions for the orders process might be grouped together.

Data handling is the part of a web application most affected by internationalization, with impact in three areas: data input, storage, and presentation. Data input is typically input to a web application by a Hypertext Transfer Protocol (HTTP) post back to a servlet from a form on a Hypertext Markup Language (HTML) page. Typically, the client platform will provide a means for inputting the data. The browser running in the client s native locale encodes the form parameter data in the HTTP request so that it is in a readable format for the web application. When the application receives the data, it is in Unicode format, obviating character-set issues. Word breaking or parsing can be handled with the BreakIterator class in the java.text package. Data storage for international applications means setting your database to a Unicode 2.0 character encoding (such as UTF-8 or UTF-16). This allows data to be saved in many different languages. The content you save must be entered properly from the web tier. The Java Database Connectivity (JDBC) drivers must support the encoding you choose.

Figure 1-3

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