Airflow for Data Workflow Automation

Richard Johnson.

Summary

"Airflow for Data Workflow Automation""Airflow for Data Workflow Automation" is a comprehensive guide designed for data engineers, architects, and platform specialists seeking to master the orchestration of robust, maintainable, and scalable data pipelines using Apache Airflow. Starting with the foundational principles of modern data workflow automation, the book meticulously explores key architecture concepts, the compelling rationale for orchestration tools, and the core terminology and patterns that underpin Airflow-powered systems. Readers will gain clarity on Airflow’s internal mechanics and understand how to leverage its capabilities to efficiently automate common as well as advanced data workflow tasks.Delving deeper, the book provides actionable insights into authoring, maintaining, and scaling Directed Acyclic Graphs (DAGs) within Airflow environments. It covers best practices in DAG design, dynamic workflow generation, advanced scheduling techniques, and robust testing methodologies. The coverage extends to a thorough exploration of operators, sensors, and Airflow’s extensibility for custom integrations and interoperability with external systems—ensuring reliability, idempotency, and efficiency across diverse data operations.Beyond core orchestration, the book addresses essential enterprise concerns, including security, governance, and observability, with practical guidance on authentication, secrets management, compliance, monitoring, and incident response. It offers proven strategies for cloud, hybrid, and containerized deployments, in addition to advanced topics such as plugin development, UI extension, and workflow versioning. Concluding with forward-looking use cases—ranging from MLOps and streaming pipelines to meta-workflows and community-driven innovation—this book equips professionals with the expertise to harness Airflow as a cornerstone of next-generation data infrastructure.

Available since: 05/22/2025.

Print length: 250 pages.

Science & Technology

Other books that might interest you

Making Bird-Friendly Birdhouses...

Melvin "Bird Man Mel" Toellner,...

As popular as birdhouses are, many are designed with aesthetics in mind, rather than the bird's preferences and needs. Not so for the projects in Making Bird-Friendly Birdhouses. Lifelong birder Mel "Bird Man Mel" Toellner and pro woodworker Matt Maguire walk readers step-by-step through 15+ projects for safe birdhouses that birds find conducive to their natural nesting habitats. They begin with a comprehensive introduction to why birdhouses are so important, and why the birdhouses should be created with specific birds in mind like bluebirds, wrens, chickadees, owls and even bats! With additional sections on distribution maps, detailed plans, mounting instructions, and tips on attracting birds to your yard, it has everything you need to create a successful backyard haven for your winged friends.

Show book

Make Your Home a Nature Reserve

Donna Mullen

Bees, butterflies, bats, badgers …
These beautiful and fascinating creatures need a little help from us, as their natural habitats are under pressure.
It's time to invite nature into your home – whether it's a window box, a suburban garden or a farm. Learn how to build a pond, make places for bats to roost and spaces for hedgehogs to ramble. Discover the amazing secret lives of Ireland's wildlife, from tiny bugs to large mammals.
Do try this at home!

Show book