Airflow 3 introduced a game-changing feature: Dag versioning. Gone are the days of “latest only” Dags and confusing, inconsistent UI views when pipelines change mid-flight. This talk covers: Visualizing Dag changes over time in the UI How Dags code is versioned and can be grabbed from external sources Executing a whole Dag run against the same code version Dynamic Dags? Where do they fit in?! You’ll see real-world scenarios, UI demos, and learn how these advancements will help avoid “Airflow amnesia”.
talk-data.com
J
Speaker
Jed Cunningham
2
talks
Airflow PMC member & Principal Software Engineer at Astronomer
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Showing 2 of 5 activities
with
Jed Cunningham
,
Tzu-ping Chung
,
Kaxil Naik
,
Brent Bovenzi
(Astronomer)
,
Buğra Öztürk
,
Ash Berlin-Taylor
(Astronomer)
,
Vikram Koka
(Astronomer)
,
Daniel Standish
,
Pierre Jeambrun
,
Vincent Beck
,
Constance Martineau
,
Amogh Rajesh Desai
,
Jens Scheffler
Apache Airflow® 3 is here, bringing major improvements to data orchestration. In this keynote, core Airflow contributors will walk through key enhancements that boost flexibility, efficiency, and user experience. Vikram Koka will kick things off with an overview of Airflow 3, followed by deep dives into DAG versioning (Jed Cunningham), enhanced backfilling (Daniel Standish), and a modernized UI (Brent Bovenzi & Pierre Jeambrun). Next, Ash Berlin-Taylor, Kaxil Naik, and Amogh Desai will introduce the Task Execution Interface and Task SDK, enabling tasks in any environment and language. Jens Scheffler will showcase the Edge Executor, while Constance Martineau, Tzu-ping Chung and Vincent Beck will demo event-driven scheduling and data assets. Finally, Buğra Öztürk will unveil CLI enhancements for automation and debugging. This keynote sets the stage for Airflow 3—don’t miss the chance to learn from the experts shaping the future of workflow orchestration!