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Mastering Prometheus

You're reading from   Mastering Prometheus Gain expert tips to monitoring your infrastructure, applications, and services

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Product type Paperback
Published in Apr 2024
Publisher Packt
ISBN-13 9781805125662
Length 310 pages
Edition 1st Edition
Concepts
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Author (1):
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William Hegedus William Hegedus
Author Profile Icon William Hegedus
William Hegedus
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Fundamentals of Prometheus FREE CHAPTER
2. Chapter 1: Observability, Monitoring, and Prometheus 3. Chapter 2: Deploying Prometheus 4. Chapter 3: The Prometheus Data Model and PromQL 5. Chapter 4: Using Service Discovery 6. Chapter 5: Effective Alerting with Prometheus 7. Part 2: Scaling Prometheus
8. Chapter 6: Advancing Prometheus: Sharding, Federation, and High Availability 9. Chapter 7: Optimizing and Debugging Prometheus 10. Chapter 8: Enabling Systems Monitoring with the Node Exporter 11. Part 3: Extending Prometheus
12. Chapter 9: Utilizing Remote Storage Systems with Prometheus 13. Chapter 10: Extending Prometheus Globally with Thanos 14. Chapter 11: Jsonnet and Monitoring Mixins 15. Chapter 12: Utilizing Continuous Integration (CI) Pipelines with Prometheus 16. Chapter 13: Defining and Alerting on SLOs 17. Chapter 14: Integrating Prometheus with OpenTelemetry 18. Chapter 15: Beyond Prometheus 19. Index 20. Other Books You May Enjoy

Collecting Prometheus metrics with the OpenTelemetry collector

The first step in integrating the OpenTelemetry collector with Prometheus is to get metric data. There are myriad ways to get metric data into the OpenTelemetry collector, but we’ll operate based on the assumption that we’re collecting data from things that already expose Prometheus metrics. In order to collect data from those applications, we can use the prometheus receiver from the OpenTelemetry collector contrib repository.

The prometheus receiver supports all of the same configuration settings that Prometheus itself supports within its scrape_configs section (including service discovery!). Consequently, if you’ve made it this far, it should be easy to configure.

To keep things simple, we’ll just configure the OpenTelemetry collector to scrape itself. Rather than sending data to Prometheus just yet, we’ll use the debug exporter to output data directly to our terminal instead.

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