GET UP AND RUNNING WITH BUILDING DATA PIPELINES AND CREATING
INTERACTIVE DASHBOARDS TO VISUALIZE, MONITOR, AND PRESENT A WIDE
VARIETY OF TIME-SERIES DATA WITH THIS COMPREHENSIVE INTRODUCTORY GUIDE
KEY FEATURES
* Install, set up, and configure Grafana for real-time data analysis,
visualization, and alerting
* Visualize and monitor data using data sources such as InfluxDB,
Telegraf, Prometheus, and Elasticsearch
* Explore Grafana's cloud support with Microsoft Azure, Amazon
CloudWatch, and Google Cloud Monitoring
* Purchase of the print or Kindle book includes a free PDF eBook
BOOK DESCRIPTION
Get ready to unlock the full potential of the open-source Grafana
observability platform, ideal for analyzing and monitoring time-series
data with this updated second edition. This beginners guide will help
you get up to speed with Grafana’s latest features for querying,
visualizing, and exploring logs and metrics, no matter where they are
stored. Starting with the basics, this book demonstrates how to
quickly install and set up a Grafana server using Docker. You’ll
then be introduced to the main components of the Grafana interface
before learning how to analyze and visualize data from sources such as
InfluxDB, Telegraf, Prometheus, Logstash, and Elasticsearch. The book
extensively covers key panel visualizations in Grafana, including Time
Series, Stat, Table, Bar Gauge, and Text, and guides you in using
Python to pipeline data, transformations to facilitate analytics, and
templating to build dynamic dashboards. Exploring real-time data
streaming with Telegraf, Promtail, and Loki, you’ll work with
observability features like alerting rules and integration with
PagerDuty and Slack. As you progress, the book addresses the
administrative aspects of Grafana, from configuring users and
organizations to implementing user authentication with Okta and LDAP,
as well as organizing dashboards into folders, and more. By the end of
this book, you’ll have gained all the knowledge you need to start
building interactive dashboards.
WHAT YOU WILL LEARN
* Learn the techniques of data visualization using Grafana
* Get familiar with the major components of Time series visualization
* Explore data transformation operations, query inspector, and time
interval settings
* Work with advanced dashboard features, such as annotations,
variable-based templating, and dashboard linking and sharing
* Connect user authentication through Okta, Google, GitHub, and other
external providers
* Discover Grafana's monitoring support for cloud service
infrastructures
WHO THIS BOOK IS FOR
This book is for business intelligence developers, business analysts,
data analysts, and anyone interested in performing time-series data
analysis and monitoring using Grafana. You’ll also find this book
useful if you’re looking to create and share interactive dashboards
or get up to speed with the latest features of Grafana. Although no
prior knowledge of Grafana is required, basic knowledge of data
visualization and some Python programming experience will help you
understand the concepts covered in the book.
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Produktdetaljer
ISBN
9781801814331
Publisert
2024
Utgave
2. utgave
Utgiver
Packt Publishing
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter