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DevOps with Kubernetes - Second Edition
book

DevOps with Kubernetes - Second Edition

by Hideto Saito, Hui-Chuan Chloe Lee, Cheng-Yang Wu
January 2019
Intermediate to advanced
484 pages
11h 48m
English
Packt Publishing
Content preview from DevOps with Kubernetes - Second Edition

Extracting metrics from logs

The monitoring and logging system we built around our application on top of Kubernetes is shown in the following diagram:

The logging part and the monitoring part look like two independent tracks, but the value of the logs is much more than a collection of short texts. This is structured data and usually emitted with timestamps; because of this, if we can parse information from logs and project the extracted vector into the time dimension according to the timestamps, it will become a time series metric and be available in Prometheus.

For example, an access log entry from any of the web servers may look as follows: ...

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Publisher Resources

ISBN: 9781789533996