Data Lineage with Apache Airflow | Datakin

ABOUT THE TALK (https://www.datacouncil.ai/talks/data-lineage-with-apache-airflow)

With Airflow now ubiquitous for DAG orchestration, organizations increasingly depend on Airflow to manage complex inter-DAG dependencies and provide up-to-date runtime visibility into DAG execution. But what effects (if any) would upstream DAGs have on downstream DAGs if dataset consumption was delayed?

In this talk, we introduce Marquez: an open source metadata service for the collection, aggregation, and visualization of a data ecosystem’s metadata. We will demonstrate how metadata management with Marquez helps maintain inter-DAG dependencies, catalog historical runs of DAGs, and minimize data quality issues.


ABOUT THE SPEAKER

Willy Lulciuc is a Software Engineer at Datakin. He makes datasets discoverable and meaningful with metadata. Previously, he worked on the Project Marquez team at WeWork. When he's not reviewing code and creating indirections, he can be found experimenting with analog synthesizers.

ABOUT DATA COUNCIL:
Data Council (https://www.datacouncil.ai/) is a community and conference series that provides data professionals with the learning and networking opportunities they need to grow their careers. Make sure to subscribe to our channel for more videos, including DC_THURS, our series of live online interviews with leading data professionals from top open source projects and startups.

FOLLOW DATA COUNCIL:
Twitter: https://twitter.com/DataCouncilAI
LinkedIn: https://www.linkedin.com/company/datacouncil-ai
Facebook: https://www.facebook.com/datacouncilai
Eventbrite: https://www.eventbrite.com/o/data-council-30357384520

Видео Data Lineage with Apache Airflow | Datakin канала Data Council