Airflow
(แอร์โฟลว์)
Definition
Airflow (แอร์โฟลว์) Tool
Airflow is an open-source platform used to programmatically author, schedule, and monitor workflows, primarily in data engineering and data pipeline management.
Expertise Level
Level 1
Basic
1. Understands the basic concepts of Airflow such as DAGs, tasks, and operators.
2. Can create simple DAGs to automate basic workflows.
3. Familiar with the Airflow UI for monitoring workflows.
Level 2
Intermediate
1. Can design and implement moderately complex DAGs with dependencies and scheduling.
2. Utilizes various operators and hooks to integrate with external systems.
3. Can troubleshoot common Airflow issues and optimize workflow performance.
Level 3
Advanced
1. Designs and manages complex, scalable, and resilient data pipelines using Airflow.
2. Implements custom operators, sensors, and plugins to extend Airflow functionality.
3. Optimizes Airflow infrastructure and ensures high availability and fault tolerance.
