Learn Grafana 10.x: A beginner's guide to practical data analytics, interactive dashboards, and observability - Couverture souple

Eric Salituro

Couverture souple

ISBN 10 : 1803231084 ISBN 13 : 9781803231082

Editeur : Packt Publishing, 2023

Synopsis

A comprehensive introduction to help you get up and running in no time from building data pipelines to creating interactive dashboards for visualizing, monitoring, and presenting a wide variety of time-series data

Key Features

• Install, configure, and utilize Grafana for real-time data analysis, visualization, and alerting
• Visualize and monitor using data sources such as InfluxDB, Telegraf, Prometheus, and Elasticsearch
• Explore Grafana's cloud support with Microsoft Azure, Amazon CloudWatch, and Google Cloud Monitoring

Book Description

Grafana is an open source analytical platform used for analyzing and monitoring time-series data. This 2nd edition will help you to get up-to-speed with Grafana's latest features for querying, visualizing, and exploring logs and metrics no matter where they are stored

The book begins by showing you how to quickly install and set up a Grafana server using Docker. You'll become familiar with important components of the Grafana interface and learn how to analyze and visualize data from sources including InfluxDB, Telegraf, Prometheus, Logstash, and Elasticsearch. The book will cover many of Grafana’s key panel visualizations including Time Series, Stat, Table, Bar Gauge, and Text. You'll use Python to pipeline data, transformations to facilitate analytics, and templating to build dynamic dashboards. You’ll explore real-time data streaming with Telegraf, Promtail, and Loki as well as observability features like alerting rules and PagerDuty and Slack integration. As you progress, the book will delve into the administrative aspects of Grafana from configuring users and organizations, to implementing user authentication with Okta and LDAP, and 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

• Explore the process of data visualization using Grafana
• Understand how to work with the major components of the Graph Panel
• Explore mixed data sources, query inspector, and time interval settings
• Discover advanced dashboard features like annotations, templating with variables, dashboard linking, and sharing techniques
• Connect user authentication to Google, GitHub, and a variety of external services
• 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. Those looking to create and share interactive dashboards or looking to get up to speed with the latest features of Grafana will also find this book useful. 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

Table of Contents

1. Introduction to Data Visualization with Grafana
2. A Tour of the Grafana Interface
3. An Introduction to the Grafana Panel
4. Connecting Grafana to a Prometheus Data Source
5. Visualizing InfluxDB Data with Grafana Panels
6. Transforming Data in Grafana Panels
7. Key Panel Visualizations In Grafana
8. Other Panel Visualizations In Grafana
9. Creating your First Dashboard
10. Working with Advanced Dashboard Features and ElasticSearch
11. Sending IoT Metrics from Telegraf Collector To Grafana Live
12. Grafana Alerting
13. Exploring Log Data With Grafana's Loki
14. Organizing Dashboards
15. Managing Permissions For Users and Teams
16. Authentication with External Services
17. Cloud Monitoring

A propos du livre

À propos de l'auteur

Eric Salituro is currently a Software Engineering Manger with the Enterprise Data and Analytics Platform team at Zendesk. He has an IT career spanning over 30 years, over 20 of which were in the motion picture industry working as a pipeline technical director and software developer for innovative and creative studios like DreamWorks, Digital Domain, and Pixar. Before moving to Zendesk, he worked at Pixar helping to manage and maintain their production render farm as a Senior Software Developer. Among his accomplishments there was the development of a Python API toolkit for Grafana aimed at streamlining the creation of rendering metrics dashboards

À propos de la quatrième de couverture

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 guideKey FeaturesInstall, 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 learnLearn 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.Table of ContentsIntroducing Data Visualization with Grafana Touring the Grafana Interface Diving into Grafana's Time Series Visualization Connecting Grafana to a Prometheus Data Source Extracting and Visualizing Data with InfluxDB and Grafana Shaping Data with Grafana Transformations Surveying Key Grafana Visualizations Surveying Additional Grafana Visualizations Creating Insightful Dashboards Working with Advanced Dashboard Features and Elasticsearch (N.B. Please use the Look Inside option to see further chapters)

Détails de l'édition

• Éditeur: Packt Publishing
• Date d'édition: 2023
• Langue: anglais
• ISBN 10: 1803231084
• ISBN 13: 9781803231082
• Reliure: Broché
• Numéro d'édition: 2
• Nombre de pages: 590
• Coordonnées du fabricant: non disponible
• Personne responsable: gpsr@libri.de; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Allemagne