Building the Right Environment to Support AI, Machine Learning and Deep Learning
As a developer, you use Visual Studio (VS) to build many flavors of applications for the .NET Framework. Typically, a new release of VS comes with a brand-new version of the .NET Framework, and VS 2010 is no exceptionit ships with the .NET Framework 4.0. However, you can use VS 2010 to build applications for any .NET platform, including .NET 3.5 and .NET 2.0.
Some of the features to help database developers include the following:
In Microsoft Visual Studio 2010, IntelliSense includes auto-filtering, which gives you the ability to display a context-sensitive list of suggestions. In this version, the list isnt limited to an alphabetical sequence or to all names starting with the typed sequence. IntelliSense attempts to guess the context in which youre operating and shows related suggestions, and it even understands abbreviations. For example, if you type WL in an IntelliSense window, it will match member names, such as WriteLine.
Refactoring is an aspect of development that has gained of lot of attention in the past few years. Refactoring is the process of rewriting the source code in a better way (i.e., adding testability, separation of concerns, extensibility) without altering the actual behavior. Originally associated with agile practices, refactoring is now a common, everyday practice for almost every developer. Because refactoring doesnt add any new behavior to the code, its often perceived to be a waste of time and is neglected. In the long run, however, a lack of systematic refactoring leads to low-quality software or even project failures. Microsoft Visual Studio 2010s refactoring tools are an excellent way to speed up the refactoring process, making it affordable for nearly any development team.
There are many ways to take advantage of Microsoft Visual Studio 2010s data-comparison capabilities. The most obvious usage is to update a development server with a copy of the tables you have in your production environment. Another common scenario is to use the tool to copy data across two or more tables in the same or different databases. Finally, you might consider using the Data Comparison wizard to compare data as it appears in a table before and after you run tests as a way to assert the behavior of a piece of code. In fact, it should be noted that both refactoring and testing are project-wide features in VS that arent limited to C# or Visual Basic .NET projects. You can have a few refactoring features (i.e., Rename) and testing assertions available for database-related projects, too.
Some changes to LINQ-to-SQL were made in Microsoft Visual Studio 2010. First, when a foreign key undergoes changes in the database schema, simply re-dragging the table-based entity into the designer will refresh the model. Second, the new version of LINQ-to-SQL will produce T-SQL queries that are easier to cache. SQL Server makes extensive use of query plans to optimize the execution of queries. A query execution plan is reused only if the next query exactly matches the previous one that was prepared earlier and cached. Before Microsoft Visual Studio 2010 and the .NET Framework 4.0, the LINQ-to-SQL engine produced queries in which the length of variable type parameters, such as varchar, nvarchar, and text, wasnt set. Subsequently, the SQL Server client set the length of those fields to the length of the actual content. As a result, very few query plans were actually reused, creating some performance concerns for DBAs. In the LINQ-to-SQL that comes with .NET 4 and Microsoft Visual Studio 2010, text parameters are bound to queries as nvarchar(4000), or nvarchar(MAX) if the actual length is greater than 4000.
The Entity Framework 4.0 introduces a significant improvement in the process that generates C# (or Visual Basic) code for the abstract model. The default generation engine produces a class hierarchy rooted in the Entity Framework library classes. In addition, the Entity Framework includes two more generation engines: the Plain Old CLR Object (POCO) generator and the self-tracking entity generator. The first engine generates classes that are standalone with no dependencies outside the library itself. The self-tracking entity engine generates POCO classes that contain extra code so that each instance of the entity classes can track their own programmatic changes.
Microsoft Visual Studio 2010 also includes an improved set of design-time facilities such as IntelliSense, refactoring, code navigation, new designers for workflows, Entity Frameworkbased applications, and WPF applications.