10/7/2023 0 Comments Airflow 2.0 tutorialIn celebration of the highly anticipated release, we’ve put together an overview of major Airflow 2.0 features below. Throughout 2020, various organizations and leaders within the Airflow Community collaborated closely to refine the scope of Airflow 2.0, focusing on enhancing existing functionality and introducing changes to make Airflow faster, more reliable, and more performant at scale. As committed members of the community, we at Astronomer were delighted to announce the release of Airflow 2.0 by the end of 2020. In 2022, Airflow reached 15K+ commits and 25K+ GitHub stars.Īs Apache Airflow grew in adoption, a major release to expand on the project’s core strengths came to be long overdue. Airflow boasts tens of thousands of users and more than 2,000 contributors who regularly submit features, plugins, content, and bug fixes to ensure continuous momentum and improvement. ![]() Its ability to meet the needs of simple and complex use cases alike make it both easy to adopt and scale. Today it supports more than 70 providers, including AWS, GCP, Microsoft Azure, Salesforce, Slack, and Snowflake. Airflow was designed to make data integration between systems easy. Airflow competitively delivers in scheduling, scalable task execution, and UI-based task management and monitoring. Proven core functionality for data pipelining.It was brought into the Apache Software Foundation’s Incubator Program in March 2016, and saw growing success in the wake of Maxime’s well-known blog post on “The Rise of the Data Engineer.” By January of 2019, Airflow was announced as a Top-Level Apache Project by the Foundation, and it is now widely recognized as the industry’s leading workflow orchestration solution.Īirflow’s strength as a tool for dataflow automation has grown for a few reasons: If you’d like to learn more about the latest features, head over to the articles about Airflow 2.2 and Airflow 2.3.Īpache Airflow was created by Airbnb’s Maxime Beauchemin as an open-source project in late 2014. Note: This article focuses mainly on Airflow 2.0. If your team is running Airflow 1 and would like help establishing a migration path, reach out to us. We strongly encourage your team to upgrade to Airflow 2.x. """Example DAG demonstrating the usage of the TaskGroup.""" from import DAG from import BashOperator from import DummyOperator from import days_ago from : With the release of Airflow 2.0 in late 2020, and with subsequent releases, the open-source project addressed a significant number of pain points commonly reported by users running previous versions. See the License for the # specific language governing permissions and limitations # under the License. You may obtain a copy of the License at # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License") you may not use this file except in compliance # with the License. ![]() See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements.
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