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Hands-On Infrastructure Monitoring with Prometheus

You're reading from   Hands-On Infrastructure Monitoring with Prometheus Implement and scale queries, dashboards, and alerting across machines and containers

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Product type Paperback
Published in May 2019
Publisher Packt
ISBN-13 9781789612349
Length 442 pages
Edition 1st Edition
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Authors (3):
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Pedro Araujo Pedro Araujo
Author Profile Icon Pedro Araujo
Pedro Araujo
Joel Bastos Joel Bastos
Author Profile Icon Joel Bastos
Joel Bastos
Pedro Ara√∫jo Pedro Ara√∫jo
Author Profile Icon Pedro Ara√∫jo
Pedro Ara√∫jo
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Toc

Table of Contents (21) Chapters Close

Preface 1. Section 1: Introduction FREE CHAPTER
2. Monitoring Fundamentals 3. An Overview of the Prometheus Ecosystem 4. Setting Up a Test Environment 5. Section 2: Getting Started with Prometheus
6. Prometheus Metrics Fundamentals 7. Running a Prometheus Server 8. Exporters and Integrations 9. Prometheus Query Language - PromQL 10. Troubleshooting and Validation 11. Section 3: Dashboards and Alerts
12. Defining Alerting and Recording Rules 13. Discovering and Creating Grafana Dashboards 14. Understanding and Extending Alertmanager 15. Section 4: Scalability, Resilience, and Maintainability
16. Choosing the Right Service Discovery 17. Scaling and Federating Prometheus 18. Integrating Long-Term Storage with Prometheus 19. Assessments 20. Other Books You May Enjoy

Visualizing your data

Data visualization is one of the simplest ways to produce or consume information. Prometheus exposes a well-defined API, where PromQL queries can produce raw data for visualizations.

Currently, the best external software for visualization is Grafana, which we will explain thoroughly in Chapter 10, Discovering and Creating Grafana Dashboards. The Grafana team has made its integration with Prometheus seamless, and the result is a delightful user experience.

The Prometheus server also ships with two internal visualizations components:

  • Expression browser: Here, you can run PromQL directly to quickly query data and visualize it instantly:
Figure 2.4: The Prometheus expression browser interface
  • Consoles: These are web pages that are built using the Golang templating language and are served by the Prometheus server itself. This approach allows you to have...
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