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Hands-On Software Engineering with Golang

You're reading from   Hands-On Software Engineering with Golang Move beyond basic programming to design and build reliable software with clean code

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Product type Paperback
Published in Jan 2020
Publisher Packt
ISBN-13 9781838554491
Length 640 pages
Edition 1st Edition
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Author (1):
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Achilleas Anagnostopoulos Achilleas Anagnostopoulos
Author Profile Icon Achilleas Anagnostopoulos
Achilleas Anagnostopoulos
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Table of Contents (21) Chapters Close

Preface 1. Section 1: Software Engineering and the Software Development Life Cycle
2. A Bird's-Eye View of Software Engineering FREE CHAPTER 3. Section 2: Best Practices for Maintainable and Testable Go Code
4. Best Practices for Writing Clean and Maintainable Go Code 5. Dependency Management 6. The Art of Testing 7. Section 3: Designing and Building a Multi-Tier System from Scratch
8. The Links 'R'; Us Project 9. Building a Persistence Layer 10. Data-Processing Pipelines 11. Graph-Based Data Processing 12. Communicating with the Outside World 13. Building, Packaging, and Deploying Software 14. Section 4: Scaling Out to Handle a Growing Number of Users
15. Splitting Monoliths into Microservices 16. Building Distributed Graph-Processing Systems 17. Metrics Collection and Visualization 18. Epilogue
19. Assessments 20. Other Books You May Enjoy

Metrics Collection and Visualization

"What's measured improves."
- Peter Drucker

In the previous chapters, we converted our initial monolithic application into a set of microservices that are now running distributed inside our Kubernetes cluster. This paradigm shift introduced a new item to our list of project requirements: as system operators, we must be able to monitor the health of each individual service and be notified when problems arise.

We will begin this chapter by comparing the strengths and weaknesses of popular systems for capturing and aggregating metrics. Then we will focus our attention on Prometheus, a popular metrics collection system written entirely in Go. We will explore approaches for instrumenting our code to facilitate the efficient collection and export of metrics. In the last part of this chapter, we will investigate the use of Grafana for...

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