Apache Airflow
(แอปาเช่ แอร์โฟลว์)
Definition
Apache Airflow (แอปาเช่ แอร์โฟลว์) Tool
Apache Airflow is an open-source platform used to programmatically author, schedule, and monitor workflows, enabling the automation of complex data pipelines.
Expertise Level
Level 1
Basic
1. Understands the basic concepts of Airflow, including DAGs and tasks.
2. Can create simple DAGs to schedule basic workflows.
3. Familiar with the Airflow user interface for monitoring tasks.
Level 2
Intermediate
1. Can design and manage moderately complex DAGs with dependencies.
2. Uses Airflow operators and sensors effectively to automate workflows.
3. Able to troubleshoot common workflow execution issues.
Level 3
Advanced
1. Can implement advanced Airflow features such as custom operators and plugins.
2. Optimizes DAG performance and scales workflows for large data environments.
3. Integrates Airflow with other tools and systems for end-to-end automation.
