You always have full insight into the status and logs of completed and ongoing tasks. In this comprehensive guide, we will explore how apache airflow helps data engineers streamline their daily tasks through automation and gain visibility into their workflows. At its core, airflow’s architecture is what makes it tick—a carefully designed system of components working together to schedule, execute, and monitor your workflows.
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In this comprehensive guide, we will cover everything you need to know to leverage apache airflow for workflow automation
Airflow was created in 2014 at airbnb to programmatically manage the company‘s complex workflows and data pipelines.
Think of it like this You define tasks (e.g., sending an email, cleaning data) You schedule them (e.g., run every day at 6 pm). Apache airflow is one of the most popular tools used by data engineers to schedule and monitor their data pipelines