Book Image

The DevOps 2.2 Toolkit

By : Viktor Farcic
Book Image

The DevOps 2.2 Toolkit

By: Viktor Farcic

Overview of this book

Building on The DevOps 2.0 Toolkit and The DevOps 2.1 Toolkit: Docker Swarm, Viktor Farcic brings his latest exploration of the Docker technology as he records his journey to explore two new programs, self-adaptive and self-healing systems within Docker. The DevOps 2.2 Toolkit: Self-Sufficient Docker Clusters is the latest book in Viktor Farcic’s series that helps you build a full DevOps Toolkit. This book in the series looks at Docker, the tool designed to make it easier in the creation and running of applications using containers. In this latest entry, Viktor combines theory with a hands-on approach to guide you through the process of creating self-adaptive and self-healing systems. Within this book, Viktor will cover a wide-range of emerging topics, including what exactly self-adaptive and self-healing systems are, how to choose a solution for metrics storage and query, the creation of cluster-wide alerts and what a successful self-sufficient system blueprint looks like. Work with Viktor and dive into the creation of self-adaptive and self-healing systems within Docker.
Table of Contents (18 chapters)

Instrumenting services using histograms and summaries

When compared with counters and gauges, histograms are much more complex. That does not mean that they are harder to implement but that the data they provide is less simple when compared with the other metric types we explored. We'll comment on them by studying a sample code and the output it provides.

We'll switch from the vfarcic/docker-flow-swarm-listener (https://github.com/vfarcic/docker-flow-swarm-listener) repository to vfarcic/go-demo (https://github.com/vfarcic/go-demo) since it provides a simple example of a histogram.

Just as with the other types of metrics, histogram also needs to be declared as a variable of the particular type:

var (
histogram = prometheus.NewHistogramVec(prometheus.HistogramOpts{
Subsystem: "http_server",
Name: "resp_time",
Help: "Request...