Mastering scheduling tools
Coordinating these elements into a smooth, automated workflow is crucial after you’ve set up your data engineering environment with the right ingestion, processing, and storage tools. Scheduling tools are useful in this situation. These tools control how jobs and workflows are carried out, making sure that things get done in the right order, at the right time, and in the right circumstances. This section will walk you through the features, use cases, and comparative analysis of some of the most widely used scheduling tools, including Luigi, Cron Jobs, and Apache Airflow. Equipped with this understanding, you will be capable of efficiently designing and overseeing intricate data pipelines—a capability that is not only essential for job interviews but also highly valuable in practical settings.
Importance of workflow orchestration
Beyond just carrying out tasks at predetermined times, scheduling serves other purposes as well. It entails...