Junior — Middle
Can you explain what Apache Airflow is and how it is used for workflow orchestration?
sobes.tech AI
Answer from AI
Apache Airflow is a platform for programmatic workflow orchestration. It allows describing, scheduling, and monitoring the execution of complex task chains that may depend on each other.
Main features:
- Workflows are described as Directed Acyclic Graphs (DAGs) in Python.
- Airflow manages task execution, retries on failure, logging, and monitoring.
- Supports integration with various systems and services.
Example of use: if you need to regularly run an ETL process that first loads data, then processes it, and finally saves it to a database, Airflow helps automate and control this process, ensuring order and repeatability.
Thus, Airflow helps manage complex processes by breaking them into individual tasks and ensuring their reliable execution.