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Spring Batch gives the implementor a chance to perform any custom logic on the data read from reader. The processor attribute on the chunk element expects a reference to a bean of the interface org.springframework.batch.item.ItemProcessor<I,O>. Thus, the revised definition for the job from the previous recipe looks like this: <job job-repository="jobRepository" id="insertIntoDbFromCsvJob"> <step id="step1"> <tasklet transaction-manager="transactionManager"> <chunk reader="csvFileReader"

Looking back at all the characteristics and challenges of creating good data visualizations, developers are already challenged with implementing a great deal of design patterns. Therefore, if Silverlight can make the UI much easier to work with, it could make sense to invest in data visualizations. In my opinion, Silverlight s rendering engine is going to be one of the leading factors in why data visualizations will make the leap from requiring specialized software to concepts used in mainstream development.

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processor = "userRegistrationValidationProcessor" writer="jdbcItemWriter" commit-interval="5" /> </tasklet> </step> </job> The goal is to do certain validations on the data before you authorize it to be written to the database. If you determine the record is invalid, you can stop further processing by returning null from the ItemProcessor<I,O>. This is crucial and provides a necessary safeguard. One thing that you want to do is ensure that the data is the right format (for example, the schema may require a valid two-letter state name instead of the longer full state name). Telephone numbers are expected to follow a certain format, and you can use this processor to strip the telephone number of any extraneous characters, leaving only a valid (in the United States) ten-digit phone number. The same applies for U. S. zip codes, which consist of five characters and optionally a hyphen followed by a four-digit code. Finally, while a constraint guarding against duplicates is best implemented in the database, there may very well be some other eligibility criteria for a record that can be met only by querying the system before insertion. Here s the configuration for the ItemProcessor: <beans:bean id="userRegistrationValidationProcessor" class="com.apress.springrecipes.springbatch.solution2. UserRegistrationValidationItemProcessor" /> In the interest of keeping this class short, I won t reprint it in its entirety, but the salient bits should be obvious: package com.apress.springrecipes.springbatch.solution2; import java.util.Arrays; import java.util.Collection; import import import import org.apache.commons.lang.StringUtils; org.springframework.batch.core.StepExecution; org.springframework.batch.item.ItemProcessor; com.apress.springrecipes.springbatch.solution1.UserRegistration;

when creating a new site content type. Then reuse this group when creating additional, related, site content types.

Note The term BI 2.0 has its roots in the popularity of the semantic term Web 2.0. Web 2.0 is discussed in the

public class UserRegistrationValidationItemProcessor implements ItemProcessor<UserRegistration, UserRegistration> { private String stripNonNumbers(String input) { /* */ } private boolean isTelephoneValid(String telephone) { /* */ } private boolean isZipCodeValid(String zip) { /* */ } private boolean isValidState(String state) { /* */ } public UserRegistration process(UserRegistration input) throws Exception { String zipCode = stripNonNumbers(input.getZip()); String telephone = stripNonNumbers(input.getPhoneNumber()); String state = StringUtils.defaultString(input.getState());

After you perform the previous steps, the Site Content Type page is displayed allowing you to further manage your newly created content type.

At this point, you should understand the core definition of BI and the theory behind the technology. However, understanding a definition of a technology that you may not be familiar with does not mean much. You can only claim to truly understand a technology concept when you start thinking about implementation scenarios. When you start thinking about how you could use it to aid you in your everyday work or how it can improve a business process, then you have grasped more than just the theory behind it. A fully implemented BI system has a lot of moving data, modules, processes, and components. BI systems tend to be some of the most complex pieces of software implemented in an organization because of the involvement of many disconnected systems. Therefore, an important concept to understand is that a BI implementation is a lot more than just the software that surfaces the BI data to the user. In order to make this clearer, we will take a look at a mock BI system a consulting company may use. By laying out the high-level architecture, I will show the pieces that go into a complete BI implementation. Furthermore, you will be able to clearly see how the BI system comes together and why it is fairly complex to implement properly.

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