Book Image

Adopting .NET 5

By : Hammad Arif, Habib Qureshi
Book Image

Adopting .NET 5

By: Hammad Arif, Habib Qureshi

Overview of this book

.NET 5 is the unification of all .NET technologies in a single framework that can run on all platforms and provide a consistent experience to developers, regardless of the device, operating system (OS), or cloud platform they choose. By updating to .NET 5, you can build software that can quickly adapt to the rapidly changing demands of modern consumers and stay up to date on the latest technology trends in .NET. This book provides a comprehensive overview of all the technologies that will form the future landscape of .NET using practical examples based on real-world scenarios, along with best practices to help you migrate from legacy platforms. You’ll start by learning about Microsoft’s vision and rationale for the unification of the platforms. Then, you’ll cover all the new language enhancements in C# 9. As you advance, you’ll find out how you can align yourself with modern technology trends, focusing on everything from microservices to orchestrated containerized deployments. Finally, you’ll learn how to effectively integrate machine learning in .NET code. By the end of this .NET book, you’ll have gained a thorough understanding of the .NET 5 platform, together with a readiness to adapt to future .NET release cycles, and you’ll be able to make architectural decisions about porting legacy systems and code bases to a newer platform.
Table of Contents (13 chapters)
1
Section 1: Features and Capabilities
4
Section 2: Design and Architecture
7
Section 3: Migration
10
Section 4: Bonus

Building Azure Functions using ML.NET models

Once a machine learning model has been built, it can be consumed from any kind of .NET application, such as a WPF, Web Application, Web API, or even from microservices. In this section, we will use ML.NET to build a sentiment analysis service and then integrate it into an Azure function. This will replace the rudimentary sentiment analysis service that we built for the same purpose in the previous chapter.

We will then see the improved sentiment analysis service being used from the Azure function, which itself is being consumed by the BookApp web application we also built in the previous chapter.

Azure Functions and serverless architecture

If you are not familiar with Azure Functions, you can read an introduction to it in the Deploying serverlessly – Azure Functions section of Chapter 6, Upgrading On-Premises Applications to the Cloud with .NET 5. There is also information about serverless architecture in general in the...