Book Image

Building Serverless Applications with Python

Book Image

Building Serverless Applications with Python

Overview of this book

Serverless architectures allow you to build and run applications and services without having to manage the infrastructure. Many companies have adopted this architecture to save cost and improve scalability. This book will help you design serverless architectures for your applications with AWS and Python. The book is divided into three modules. The first module explains the fundamentals of serverless architecture and how AWS lambda functions work. In the next module, you will learn to build, release, and deploy your application to production. You will also learn to log and test your application. In the third module, we will take you through advanced topics such as building a serverless API for your application. You will also learn to troubleshoot and monitor your app and master AWS lambda programming concepts with API references. Moving on, you will also learn how to scale up serverless applications and handle distributed serverless systems in production. By the end of the book, you will be equipped with the knowledge required to build scalable and cost-efficient Python applications with a serverless framework.
Table of Contents (11 chapters)

Understanding CloudWatch

As mentioned earlier, CloudWatch is the logging and monitoring service of AWS. We have already looked at and learned about the CloudWatch Alarms, which are a sub-feature of CloudWatch. We will now learn about the graphing suite of the service. Almost every service in the AWS environment has a way to send it's logs and metrics to CloudWatch for logging and monitoring purposes. Each service might have several metrics which can be monitored, depending on the function.

Similarly, AWS Lambda also has some metrics, such as the invocation count, the invocation's running time, and so on, which it sends to CloudWatch. It is also helpful to note that the developers can also send custom metrics to CloudWatch. So in the following steps, we shall be learning about the different parts and functions of AWS CloudWatch corresponding to AWS Lambda:

  1. Firstly, let...