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Cloud-Native Observability with OpenTelemetry

You're reading from   Cloud-Native Observability with OpenTelemetry Learn to gain visibility into systems by combining tracing, metrics, and logging with OpenTelemetry

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Product type Paperback
Published in May 2022
Publisher Packt
ISBN-13 9781801077705
Length 386 pages
Edition 1st Edition
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Author (1):
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Alex Boten Alex Boten
Author Profile Icon Alex Boten
Alex Boten
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Table of Contents (17) Chapters Close

Preface 1. Section 1: The Basics
2. Chapter 1: The History and Concepts of Observability FREE CHAPTER 3. Chapter 2: OpenTelemetry Signals – Traces, Metrics, and Logs 4. Chapter 3: Auto-Instrumentation 5. Section 2: Instrumenting an Application
6. Chapter 4: Distributed Tracing – Tracing Code Execution 7. Chapter 5: Metrics – Recording Measurements 8. Chapter 6: Logging – Capturing Events 9. Chapter 7: Instrumentation Libraries 10. Section 3: Using Telemetry Data
11. Chapter 8: OpenTelemetry Collector 12. Chapter 9: Deploying the Collector 13. Chapter 10: Configuring Backends 14. Chapter 11: Diagnosing Problems 15. Chapter 12: Sampling 16. Other Books You May Enjoy

Chapter 5: Metrics – Recording Measurements

Tracing code execution throughout a system is one way to capture information about what is happening in an application, but what if we're looking to measure something that would be better served by a more lightweight option than a trace? Now that we've learned how to generate distributed traces using OpenTelemetry, it's time to look at the next signal: metrics. As we did in Chapter 4, Distributed Tracing – Tracing Code Execution, we will first look at configuring the OpenTelemetry pipeline to produce metrics. Then, we'll continue to improve the telemetry emitted by the grocery store application by using the instruments OpenTelemetry puts at our disposal. In this chapter, we will do the following:

  • Configure OpenTelemetry to collect, aggregate, and export metrics to the terminal.
  • Generate metrics using the different instruments available.
  • Use metrics to gain a better understanding of the grocery...
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