Workflow Tools
Explore how workflow tools such as Apache Airflow help manage and automate model pipelines by handling task dependencies, versioning, backfills, and alerting. Understand their advantages over simple schedulers like cron and how they support collaboration between teams working on data and ETL tasks.
We'll cover the following...
We'll cover the following...
Cron is useful for simple pipelines but runs into challenges when tasks have dependencies on other tasks that can fail. To help resolve this issue, where tasks have dependencies and only portions of a pipeline need to be rerun, we can leverage workflow ...