Advanced Apache Airflow Concepts | Apache Airflow Tutorial Series | Part - 4
Dive into the Advanced World of Apache Airflow! 🚀
In this comprehensive tutorial, we explore the intricate concepts that take your workflow automation to the next level. Discover how to design intricate workflows using SubDAGs and TriggerDAGRuns, share data efficiently with XCom, and create dynamic conditional flows. Learn the art of managing variables and configurations for enhanced flexibility and secure connections and secrets.
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Scripts for this lecture: https://github.com/ashaypatil11/hadoo...
We'll also delve into the essentials of scaling and achieving high availability, ensuring your Airflow setup can handle any challenge.
Whether you're a seasoned Airflow user or just getting started, this video equips you with the knowledge to master the advanced capabilities of Apache Airflow. Boost your workflow automation skills and streamline your data pipelines with these expert tips and techniques!
📌 Topics Covered:
SubDAGs and TriggerDAGRuns
Efficient Data Sharing with XCom
Dynamic Branching and Conditional Flows
Mastering Variables and Configuration
Secure Connections and Secrets Management
Scaling and Achieving High Availability
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Video Timestamps:
00:59 Introducing SubDAGs
02:19 Implementing SubDAGs
11:30 Vaidating SubDAGs
12:58 Introducing TaskGroups
16:05 TaskGroups in action
16:46 Introducing XCOMS
18:35 Implementing XCOMS
21:30 Validating XCOMS
23:36 Working with variables and configurations
27:51 Managing Connections and Secrets
30:07 Scaling and High Availability
#ApacheAirflow #WorkflowAutomation #DataEngineering
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