What is the primary purpose of workflow orchestration tools like Apache Airflow and Luigi?
- Creating interactive data visualizations
- Developing machine learning models
- Managing and scheduling complex data workflows
- Storing and querying large datasets
Workflow orchestration tools like Apache Airflow and Luigi are primarily designed to manage and schedule complex data workflows. They allow data engineers to define, schedule, and monitor workflows consisting of multiple tasks or processes, facilitating the automation and orchestration of data pipelines. These tools provide features such as task dependencies, retry mechanisms, and monitoring dashboards, enabling efficient workflow management and execution.
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