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Aggregate functions provide us with the means to answer a huge range of questions about our data. Here is a summary of some of the main points in this chapter. Regarding simple aggregate functions: Most versions of SQL will offer the simple aggregate functions MIN, MAX, COUNT, SUM, and AVG. For COUNT, you often just want to count rows, which can be done by including an asterisk in the parentheses: COUNT(*). For COUNT and other aggregates, you can include a field name or some other numeric expression, such as AVG(Handicap). Regarding Nulls and duplicates: Null values are not included when calculating aggregates. For example, AVG(Handicap) is the sum of the handicaps divided by the number of rows that have a non-Null value for Handicap. COUNT(Handicap) will count only those rows with a non-Null value in the Handicap column. By default, all non-Null values are included in the aggregates. You can include the keyword DISTINCT to remove duplicates. For example, COUNT(DISTINCT Handicap) will count the number of different values appearing in the Handicap column. Regarding grouping: The key phrase GROUP BY can be used to collect rows together and then apply the aggregates to the groups. For example, we can find the number of tournaments each member has entered with SELECT MemberID, COUNT(*) FROM Entry GROUP BY MemberID. After you have grouped and performed an aggregate, you can select rows from the resulting table using the keyword HAVING. For example, we can find members who have entered three or more tournaments by adding the clause HAVING COUNT(*) >= 3 to the expression in the previous item.

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To run a modjy application in any Java servlet container, the first step is to create a Java web application that will be packaged up as a WAR file You can create an application from scratch or use an IDE such as Netbeans 67 to assist Once you ve created your web application, ensure that jythonjar resides in the CLASSPATH as modjy is now part of Jython as of 250 Lastly, you will need to configure the modjy servlet within the application deployment descriptor (webxml) In this example, we took the modjy sample application for Google App Engine and deployed it in my local Glassfish environment To configure the application deployment descriptor with modjy, we simply configure the modjy servlet, provide the necessary parameters, and then provide a servlet mapping.

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Third, note the term XML document. This term is broader than the traditional view of a physical document. Some XML documents exist in physical form, but others are created as a stream of information following XML construction rules. Examples include web services and calls to databases where the content is returned in XML format. Now that you understand what XML is, let s delve into the rules for constructing XML languages.

In the configuration file shown in Listing 13-11, note that the modjy servlet class is comxhausmodjyModjyServlet The first parameter you will need to use with the servlet is named pythonhome Set the value of this parameter equal to your Jython home Next, set the parameter pythoncachedirskip equal to true The app_filename parameter provides the name of the application callable Other parameters will be set up the same for each modjy application you configure The last piece of the webxml that needs to be set up is the servlet mapping In the example, we set up all URLs to map to the modjy servlet Listing 13-11 Configuring the Modjy Servlet *webxml* < xml version="10" encoding="ISO-8859-1" > <!DOCTYPE web-app PUBLIC "-//Sun Microsystems, Inc//DTD Web Application 23//EN" "http://javasuncom/dtd/web-app_2_3.

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Use WHERE to select a subset of rows before the grouping and aggregating. Use HAVING to select a subset of rows after the grouping and aggregating. Regarding more complex aggregates: Use derived tables where you want to nest aggregates, such as to find the average of counts. Compare counts of rows to do the equivalent of relational division.

dtd"> <web-app> <display-name>modjy demo application</display-name> <description> modjy WSGI demo application </description> <servlet> <servlet-name>modjy</servlet-name> <servlet-class>comxhausmodjyModjyJServlet</servlet-class> <init-param> <param-name>pythonhome</param-name> <param-value>/Applications/jython/jython250/</param-value> </init-param> <init-param> <param-name>pythoncachedirskip</param-name> <param-value>true</param-value> </init-param> <!-There are two different ways you can specify an application to modjy 1 Using the app_import_name mechanism 2 Using a combination of app_directory/app_filename/app_callable_name Examples of both are given below.

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