Book Image

Hands-On Infrastructure Monitoring with Prometheus

By : Joel Bastos, Pedro Araújo
Book Image

Hands-On Infrastructure Monitoring with Prometheus

By: Joel Bastos, Pedro Araújo

Overview of this book

Prometheus is an open source monitoring system. It provides a modern time series database, a robust query language, several metric visualization possibilities, and a reliable alerting solution for traditional and cloud-native infrastructure. This book covers the fundamental concepts of monitoring and explores Prometheus architecture, its data model, and how metric aggregation works. Multiple test environments are included to help explore different configuration scenarios, such as the use of various exporters and integrations. You’ll delve into PromQL, supported by several examples, and then apply that knowledge to alerting and recording rules, as well as how to test them. After that, alert routing with Alertmanager and creating visualizations with Grafana is thoroughly covered. In addition, this book covers several service discovery mechanisms and even provides an example of how to create your own. Finally, you’ll learn about Prometheus federation, cross-sharding aggregation, and also long-term storage with the help of Thanos. By the end of this book, you’ll be able to implement and scale Prometheus as a full monitoring system on-premises, in cloud environments, in standalone instances, or using container orchestration with Kubernetes.
Table of Contents (21 chapters)
Free Chapter
1
Section 1: Introduction
5
Section 2: Getting Started with Prometheus
11
Section 3: Dashboards and Alerts
15
Section 4: Scalability, Resilience, and Maintainability

Alertmanager fundamentals

We covered how alerting rules work in Prometheus in Chapter 9, Defining Alerting and Recording Rules, but those, by themselves, aren't all that useful. As we mentioned previously, Prometheus delegates notification handling and routing to external systems through a Webhook-style HTTP interface. This is where Alertmanager comes in.

Alertmanager is responsible for accepting the alerts generated from Prometheus alerting rules and converting them into notifications. The latter can take any form, such as email messages, chat messages, pages, or even Webhooks that will then trigger custom actions, such as logging alerts to a data store or creating/updating tickets. Alertmanager is also the only component in the official stack that distributes its state across instances so that it can keep track of things such as which alerts were already sent and which...