The next step is to create a Dockerfile that will allow us to extend our Airflow base image to include Python. ![]() Read the documentation » Python API ClientĪirflow releases official Python API client that can be used to easily interact with Airflow REST API from Python code.Īirflow releases official Go API client that can be used to easily interact with Airflow REST API from Go code. Docker configuration for Airflows extended image. Thanks to Kubernetes, we are not tied to a specific cloud provider. You can extend and customize the image according to your requirements and use it inĪirflow has an official Helm Chart that will help you set up your own Airflow on a cloud/on-prem Kubernetes environment and leverage its scalable nature to support a large group of users. Microsoft Windows Remote Management (WinRM)Īirflow has an official Dockerfile and Docker image published in DockerHub as a convenience package for.Microsoft PowerShell Remoting Protocol (PSRP).Internet Message Access Protocol (IMAP).As a first step, you obviously need to have Docker installed and have a Docker Hub account. This rest of this post focuses on deploying Airflow with docker and it assumes you are somewhat familiar with Docker or you have read my previous article on getting started with Docker. They are updated independently of the Apache Airflow core. Airflow is a batch-oriented framework that allows us to create complex data pipelines in Python. Deploying Airflow with Docker and Running your First DAG. By leveraging docker-compose we can get straight to work and code new workflows. ![]() In this article, we created a simple and easy-to-use environment to quickly iterate and develop new workflows in Apache Airflow. Providers packages include integrations with third party projects. Airflow is a batch-oriented framework that allows us to create complex data pipelines in Python. Read the documentation » Providers packages Apache Airflow Core, which includes webserver, scheduler, CLI and other components that are needed for minimal Airflow installation.
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