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Docker

containerization devops virtualization

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2020-Q1 2026-Q1

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New users starting with Airflow frequently encounter several challenges, ranging from the complexities of Containers and virtual environments to the Python dependency hell. Moreover, their familiarity with tools such as Docker, docker-compose, and Helm might be somewhat limited and even overkill. In contrast, seasoned Airflow users encounter their problems, encompassing configuration conflics with ongoing Airflow projects and intricacies stemming from Docker and docker-compose configurations and lack of visibility into all the projects. With airflowctl, users can install & setup Airflow using a single command. For existing users, they can use it to manage multiple Airflow projects with different Airflow versions on the same machine. This allows creating & debugging DAGs in an IDE seamlessly. Agenda for the call: Why airflowctl? Goal Current functionality & Demo Vision / Roadmap

session
by Jarek Potiuk (Apache Software Foundation) , Kaxil Naik

In this talk Jarek and Kaxil will talk about official, community support for running Airflow in the Kubernetes environment. The full support for Kubernetes deployments was developed by the community for quite a while and in the past users of Airflow had to rely on 3rd-party images and helm-charts to run Airflow on Kubernetes. Over the last year community members made an enormous effort to provide robust, simple and versatile support for those deployments that would respond to all kinds of Airflow users. Starting from official container image, through quick-start docker-compose configuration, culminating in April with release of the official Helm Chart for Airflow. This talk is aimed for Airflow users who would like to make use of all the effort. The users will learn how to: Extend or customize Airflow Official Docker Image to adapt it to their needs Run quickstart docker-compose environment where they can quickly verify their images Configure and deploy Airflow on Kubernetes using the Official Airflow Helm chart