Production Ready Apache Airflow
Overview
Apache Airflow is an open-source platform designed to run any sort of workflow using Python. Its flexibility lets customers define pipelines through Python scripts, utilizing loops, bash instructions, and external modules such as pandas, sklearn, and cloud carrier libraries (GCP, AWS).
Many corporations agree with Airflow for its reliability:
Pinterest: Overcame overall performance and scalability issues, lowering maintenance costs.
GoDaddy: Supports batch analytics and records teams with an orchestration device and pre-built operators for ETL pipelines.
DXC Technology: Implemented Airflow to manage an undertaking with massive facts storage desires, presenting a stable orchestration engine.
These examples spotlight Airflow’s ability to cope with complicated facts processing demanding situations through the right deployment.