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One final consideration for the design of accumulating snapshots has to do with type 2 changes The accumulating snapshot should contain only one row per natural key value found in the dimension that defines its grain When the dimension undergoes a type 2 change, the surrogate key in the fact table should be updated with the most current value Use of the natural key in the fact table is not advisable; such an approach can easily lead to double-counting As you have learned, the grain of the accumulating snapshot is one row per thing, or instance of an entity, that moves through the process This thing will be represented by a row in a dimension table The subject of intense scrutiny, this thing will probably be closely monitored for changes, too.

Internationalization is the process of preparing application code to support multiple languages, and localization is the process of adapting an internationalized application so that it supports a specific language or locale. A locale is an environment that includes regional and language-specific information.

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When a type 2 change occurs, the thing that is being processed has more than one row in the dimension table A mortgage application that has undergone a type 2 change, for example, has two rows in the application dimension Each has its own surrogate key, but they share the same natural key Though the dimension table may carry more than one for a given natural key, the accumulating snapshot should contain only one The fact table grain calls for one row per instance of the entity being tracked, not more than one Mortgage_processing_facts, for example, must have one row per mortgage application Carrying two or more rows would either cause double-counting or defeat the purpose of avoiding the correlated subquery Whenever the defining dimension of an accumulating snapshot undergoes a type 2 change, the corresponding row in the fact table should be updated with the most recent surrogate key.

Internationalization involves isolating portions of the application that present output data to the user so that the data can be converted to the appropriate language and character set. Localization involves translating these strings into a specific language and maintaining them in a file that the application can access for example, a property file. Thus, internationalizing an application allows it to be adapted to new languages and regions, while localization provides the adaptation of an internationalized application to a specific country or region. It is important to note that the Enterprise JavaBeans (EJB) container need not be running in the same locale as the client browser. Applications need to customize the presentation of data according to the locale of the user. An application must be internationalized, and then it can be localized. During internationalization (also known as I18N, because the number of characters between the first and last character is 18), locale dependencies are separated from an application s source code. Examples of these locale dependencies include user interface labels; messages character set; encoding; and numeric, currency, and time formats. During localization (also known as L10N), an internationalized application is adapted to a specific locale. Internationalization and localization make Java Enterprise Edition (JEE) applications available to a global audience.

When a type 2 change is logged against a mortgage application, for example, the row in the accumulating snapshot for that application is updated to contain the surrogate key for the new version This is not as onerous as its sounds, since the ETL process must revisit each row of the accumulating snapshot on a regular basis anyway By using the most recent surrogate key, you associate the entire history of the process with the current view of the thing being processed Since the fact table will have only one row per natural key, you might be tempted to use the natural key in the fact table instead of a surrogate key Although this may seem logical at first, a closer look reveals that this approach can only lead to disaster.

Internationalization is typically overlooked when developing an enterprise web application, because these sorts of applications are usually targeted to a particular local user space. When developing an enterprise application that may be used globally, however, you should consider internationalization from the outset. It is easier to design an application that is capable of being internationalized than to redesign an existing application later. As with other redesigns, a great deal of time and money can be saved by planning for internationalization and localization at the outset. With a web-based enterprise application, the presentation layer is the focus of internationalization and localization efforts. The presentation layer includes JavaServer Pages (JSPs), servlets, and any supporting helper JavaBeans components.

EXEC xp_sendmail @recipients = 'SQLAdmin', @Message = 'The transaction log of Asset database is over 95% full.'

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