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Learn Grafana 7.0

You're reading from   Learn Grafana 7.0 A beginner's guide to getting well versed in analytics, interactive dashboards, and monitoring

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Product type Paperback
Published in Jun 2020
Publisher Packt
ISBN-13 9781838826581
Length 410 pages
Edition 1st Edition
Tools
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Author (1):
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Eric Salituro Eric Salituro
Author Profile Icon Eric Salituro
Eric Salituro
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Table of Contents (19) Chapters Close

Preface 1. Getting Started with Grafana
2. Introduction to Data Visualization with Grafana FREE CHAPTER 3. A Tour of the Grafana Interface 4. An Introduction to the Graph Panel 5. Real-World Grafana
6. Connecting Grafana to a Data Source 7. Visualizing Data in the Graph Panel 8. Visualization Panels in Grafana 9. Creating Your First Dashboard 10. Working with Advanced Dashboard Features 11. Grafana Alerting 12. Exploring Logs with Grafana Loki 13. Managing Grafana
14. Organizing Dashboards 15. Managing Permissions for Users and Teams 16. Authentication with External Services 17. Cloud Monitoring 18. Other Books You May Enjoy

Detecting trends with aggregations

As we continue up the stack, let's now take a look at some server performance metrics. How about an obvious web server metric? Enter prometheus_http_requests_total to get an idea of how many requests have been served so far:

Well, this is a bit of a mess. You can't see all 22 of the time series—they're all stacked on top of each other and there's a vague warning about something monotonically increasing. As we saw in the previous section, it's no problem to apply filters—say, to filter out the GET method handlers—but then we'd still have a stack of nearly 20 individual series.

Applying aggregations to our query data

If only there were some way to combine all the individual data series into one. It turns out there is, and it's called an aggregation. We can actually tell Prometheus to apply an aggregation function (in this case, sum) after...

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