Since Apache Airflow is an open-source tool, it plays an instrumental role in making data orchestration a reality by taking pain points away.

Apache Airflow is a great data pipeline as code, but having most of its contributors work for Astronomer is another example of a problem with open source.

In this article, author Lena Hall discusses how to use Apache Airflow to define and execute distributed data pipelines with an example of the workflow framework running on Azure cloud platform.

For Amazon Web Services (AWS) and Snowflake a modern data streaming pipeline makes it easy for organizations to get data in near real-time from one platform to another.