Book Image

Cloud-Native Observability with OpenTelemetry

By : Alex Boten
Book Image

Cloud-Native Observability with OpenTelemetry

By: Alex Boten

Overview of this book

Cloud-Native Observability with OpenTelemetry is a guide to helping you look for answers to questions about your applications. This book teaches you how to produce telemetry from your applications using an open standard to retain control of data. OpenTelemetry provides the tools necessary for you to gain visibility into the performance of your services. It allows you to instrument your application code through vendor-neutral APIs, libraries and tools. By reading Cloud-Native Observability with OpenTelemetry, you’ll learn about the concepts and signals of OpenTelemetry - traces, metrics, and logs. You’ll practice producing telemetry for these signals by configuring and instrumenting a distributed cloud-native application using the OpenTelemetry API. The book also guides you through deploying the collector, as well as telemetry backends necessary to help you understand what to do with the data once it's emitted. You’ll look at various examples of how to identify application performance issues through telemetry. By analyzing telemetry, you’ll also be able to better understand how an observable application can improve the software development life cycle. By the end of this book, you’ll be well-versed with OpenTelemetry, be able to instrument services using the OpenTelemetry API to produce distributed traces, metrics and logs, and more.
Table of Contents (17 chapters)
1
Section 1: The Basics
3
Chapter 2: OpenTelemetry Signals – Traces, Metrics, and Logs
5
Section 2: Instrumenting an Application
10
Section 3: Using Telemetry Data

Technical requirements

The examples in this chapter are provided in this book's companion repository, found here: https://github.com/PacktPublishing/Cloud-Native-Observability. The source code can be downloaded via git as per the following command:

$ git clone https://github.com/PacktPublishing/Cloud-Native-Observability
$ cd Cloud-Native-Observability/chapter07

The completed examples from this chapter are in the chapter7 directory. If you'd prefer the refactor along, copy the code from chapter6 as a starting point. Next, we'll need to ensure the version of Python on your system is at least 3.6. You can verify it with the following commands:

$ python --version
Python 3.8.9
$ python3 --version
Python 3.8.9

This chapter will use the same opentelemetry-api, opentelemetry-sdk, and opentelemetry-propagator-b3 packages we installed in previous chapters. In addition, we will use the opentelemetry-instrumentation and opentelemetry-distro packages. Install the packages...