For major cloud providers, using specific transfer operators is the most efficient and scalable method.
: The GCSToLocalFilesystemOperator is designed specifically for this. It allows you to download objects from a GCS bucket directly to the local filesystem of your Airflow worker. 2. Downloading via HTTP (External APIs and URLs) apache airflow download file
Apache Airflow for Data Science — How to Download Files from Amazon S3 | by Dario Radečić | TDS Archive | Medium For major cloud providers, using specific transfer operators
When you need to pull data from a public or private URL, you have two primary options: For major cloud providers
Regardless of the method, keep these technical requirements in mind: