October 22, 2024 by Slava (Kansas, US)
“Great content, and easy to digest. Highly recommend for anyone that is looking for a desk reference for airflow, but also for any architects trying to understand the capabilities of airflow”
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Look inside
A successful pipeline moves data efficiently, minimizing pauses and blockages between tasks, keeping every process along the way operational. Apache Airflow provides a single customizable environment for building and managing data pipelines, eliminating the need for a hodgepodge collection of tools, snowflake code, and homegrown processes. Using real-world scenarios and examples, Data Pipelines with Apache Airflow teaches you how to simplify and automate data pipelines, reduce operational overhead, and smoothly integrate all the technologies in your stack.
about the technology
Data pipelines manage the flow of data from initial collection through consolidation, cleaning, analysis, visualization, and more. Apache Airflow provides a single platform you can use to design, implement, monitor, and maintain your pipelines. Its easy-to-use UI, plug-and-play options, and flexible Python scripting make Airflow perfect for any data management task.about the book
Data Pipelines with Apache Airflow teaches you how to build and maintain effective data pipelines. You’ll explore the most common usage patterns, including aggregating multiple data sources, connecting to and from data lakes, and cloud deployment. Part reference and part tutorial, this practical guide covers every aspect of the directed acyclic graphs (DAGs) that power Airflow, and how to customize them for your pipeline’s needs.what's inside
- Build, test, and deploy Airflow pipelines as DAGs
- Automate moving and transforming data
- Analyze historical datasets using backfilling
- Develop custom components
- Set up Airflow in production environments
about the reader
For DevOps, data engineers, machine learning engineers, and sysadmins with intermediate Python skills.An Airflow bible. Useful for all kinds of users, from novice to expert.
An easy-to-follow exploration of the benefits of orchestrating your data pipeline jobs with Airflow.
The one reference you need to create, author, schedule, and monitor workflows with Apache Airflow. Clear recommendation.
By far the best resource for Airflow.
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Required Reading for a Complex Product
December 24, 2023 by KY6R (OR, United States)
“If all you read is the first 5 chapters plus the "best practices" chapter - you will learn a few things you never knew about Apache Airflow - even if you have been using it for years as I have. This book also discusses V1 vs. V2 and areas where you need to be mindful.
Apache Airflow has been a great scheduler, but it has a steep learning curve - with no "guardrails". You can get into trouble with it fast - and I would make this book required reading for anyone new to Airflow.”
Apache Airflow has been a great scheduler, but it has a steep learning curve - with no "guardrails". You can get into trouble with it fast - and I would make this book required reading for anyone new to Airflow.”
Better than what you'll find on the web.
June 27, 2023 by Stephen G. (VIC, AU)
“Well written and easy to understand. It's much better than other information you find on the web. This book is really worth buying and it helps that it's a reasonable price.”
Company Choice
Good product, reasonable prices and easy purchasing and download process.
Product Choice
I needed premium quality information about Airflow.
Practical and to the point
April 16, 2022 by A Reviewer (BE)
“Practical and to the point, great introduction to Airflow.”
Really Nice content
January 17, 2022 by Shahnawaz (New Delhi, India)
“Really interesting to see the way contents are organised and covered.”
Company Choice
Well documented and explained subjects make it up and above all other contents available in the market.
Product Choice
Updated contents and nice explanation of difficult topic.
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