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Alternatively, the observation should be removed from the table. There are methods that attempt to estimate a value for missing data; however, these methods should be used with care. Literature describing these methods has been listed in the further reading section of this chapter. A particular variable may have been measured over different units. For example, a variable Weight may have been measured using both pounds and kilograms for different observations and should be standardized to a single scale. Another example would be where a variable Price is shown in different currencies and should be standardized to one for the purposes of analysis. In situations where data has been collected over time, there may be changes related to the passing of time that is not relevant for the analysis. For example, when looking at a variable Cost of production where the data has been collected over many years, the rise in costs attributable to in ation may need to be factored out for this speci c analysis. By combining data from multiple sources, an observation may have been recorded more than once and any duplicate entries should be removed.

17: Using Advanced EJB Techniques server which fields to store and relationships to other beans The vendor may use a relational database or a file: That is up to the server vendor to decide That means that the database that was being used to store data for bean managed persistence is now irrelevant The container stores and retrieves all the values, and your application no longer needs to maintain its own separate database CMP bean requirements At its heart, a CMP bean is just a normal entity bean That means that you must follow the normal requirements for a home and remote and/or local interface declarations Your bean implementation must still extend the EntityBean interface, too However, as we have hinted, the other requirements when the container manages persistence are quite different from the requirements when the bean is managing it.

When you re on the run and need a quick but nutritious breakfast, here are some healthy options for you to choose: A cheese stick, 1 2 cup (125 ml) grapes and 1 cup (250 ml) low-fat milk 1 2 tbsp (15 30 ml) peanut butter with a small banana in a whole wheat tortilla A high-fibre granola bar, a medium apple, and 1 cup (250 ml) of low-fat milk 1 2 cup (125 ml) applesauce, 1 4 cup (50 ml) All-Bran Buds, and 1 4 cup (50 ml) sliced almonds Parfait of 3 4 cup (175 ml) artificially sweetened yogurt, 1 4 cup (50 ml) high-fibre cereal and 1 2 cup (125 ml) fruit A medium apple, 1 oz (30 g) low-fat cheddar cheese, and a yogurt drink 1 4 1 2 cup (50 125 ml) low-fat ricotta cheese with 1 cup (250 ml) cantaloupe and 1 4 cup (50 ml) sliced almonds 1 slice whole grain toast with a boiled egg you made last night and stored in the refrigerator and a sliced tomato 4 pieces of melba toast, 1 2 tbsp (15 30 ml) peanut butter, and 1 2 cup (125 ml) probiotic yogurt drink A commercially available, diabetes-friendly meal replacement milkshake. (We d suggest you use these only on occasion.)

So what are the new rules for CMP beans The class that extends EntityBean must be declared abstract A field that is CMP managed must start with a lower case letter However, the field cannot be defined in your code get and set methods to access the field information must be declared abstract and public The method must match the field name, with the exception that the first letter is capitalized For example, to set the CMP integer field foo, the method would be public abstract void setFoo(int value) Parameters to the get and set methods must follow the serialization rules primitive types or classes must be serializable If a field references other bean types, the field type must be the local interface for a single reference.

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If you wish to maintain a reference to a number of items of that other bean type, the field type must be either javautilCollection or javautilSet These references can't be made available through business methods of the remote interface, but can be made available through the local interface All fields and relationships to be managed by the container must be specified in the deployment descriptor If the field/relationship is not nominated in the deployment descriptor, then the container will not magically look after it for you Normal business methods are allowed, and you must provide the bodies of these in your bean implementation You must be aware of several other restrictions that that we have not covered here These restrictions involve runtime arrangements of bean references, and we'll cover them in due course as we introduce you to coding a CMP bean..

2.4 4.0