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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

Recording events, exceptions, and status

Quickly identifying when an issue arises is a key aspect of distributed tracing. As demonstrated in Figure 4.7 with the Jaeger interface, in many backends, traces that contain errors are highlighted to make them easy to find for users of data:

Figure 4.7 – The trace view in Jaeger

In the following sections, we will explore the facilities that OpenTelemetry provides to capture events, record exceptions, and set the status of a span.

Events

In addition to attributes, an event provides the facility to record data about a span that occurs at a specific time. Events are similar to logs in OpenTracing in that they contain a timestamp and can contain a list of attributes or key/value pairs. An event is added via an add_event method on the span, which accepts a name argument and, optionally, a timestamp and a list of attributes, as shown in the following code:

shopper.py

      ...
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