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As discussed earlier in this chapter, there are a number of good reasons for using partitioning. This section presents a few scenarios of where and how partitioning can be especially beneficial.



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In the first scenario, we will look at how partitioning can benefit systems by partitioning based on historical data. This is probably the most beneficial type of partitioning because most financial systems include data that has a date attached to it. As mentioned earlier in this chapter, I generally do not recommend indexing on date fields. Probably the most effective method of partitioning a financial database is on date. Not all tables include date fields, but the largest tables (for example, general ledger and sales) have date fields. Remember, earlier in the chapter you were told that the following two questions must be answered when partitioning a table: 1. What column will be partitioned 2. How will that column be partitioned The answer to the first question is that the general ledger table will be partitioned on date. Depending on the exact table definition of your general ledger table, this is based on how dates are stored. The answer to the second question depends on the size of your database and how queries are run. In addition, any performance problems that you are experiencing should be included in the decision process. The more granular the partitioning, the more effective the partitioning will be when you take advantage of it. In many cases, database administrators decide to partition financial systems by quarter, both to simplify the partitioning itself and to accommodate the end-of-quarter processing. Queries that involve aggregates by day, week, or month might benefit from more





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In the words of its official Web site (http://frameworkzendcom/), the Zend Framework is an open source framework for developing web applications and services with PHP 5 [ ] based on simplicity, object-oriented best practices, corporate friendly licensing, and a rigorously tested agile codebase It provides a comprehensive set of tools to build and deploy PHP-based Web applications, with built-in APIs for common functions like security, input validation, data caching, database and XML operations, and internationalization Unlike many other frameworks, the Zend Framework uses a loosely coupled architecture Simply put, this means that although the framework itself consists of numerous components, these components are largely independent and have minimal links to each other This loosely coupled architecture helps in producing lightweight applications, because developers can choose to use only the specific components they need for the task at hand So, for example, developers looking to add authentication or caching to their application can directly make use of the Zend_Auth or Zend_Cache components, without needing the rest of the framework The Zend Framework also provides a complete implementation of the Model-ViewController (MVC) pattern, which allows application business logic to be separated from the user interface and data models This pattern is recommended for applications of medium to large complexity and is commonly used for Web application development, as it encourages code reusability and produces a more manageable code structure Zend Framework s implementation of the MVC pattern is discussed in detail in 2 The Zend Framework is created and maintained by Zend Technologies, a commercial software vendor whose founders, Andi Gutmans and Zeev Suraski, were also responsible for the first major rewrite of the PHP parser, released as PHP 30 in 1997 The first version of the Zend Framework, v10, was released in July 2007 and contained 35 core components, including components for caching, authentication, configuration management, database access, RSS and Atom feed generation, and localization Since then, the framework has been through numerous iterations with the most recent release, v110, now containing more than 65 components that support (among other things) Adobe s Action Message Format (AMF), Google s GData APIs, and Amazon s EC2 and SQS Web services Fortunately, the increase in the number of components has been accompanied by a corresponding increase in documentation the manual for Zend Framework v19 (circa 2009) weighs in at 37MB, as compared to the 780KB manual that shipped with Zend Framework v10 in 2007.

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