Code Monkey home page Code Monkey logo

example-airflow-dags's Introduction

Example Dags

This repository contains example DAGs that can be used "out-of-the-box" using operators found in the Airflow Plugins organization. These DAGs have a range of use cases and vary from moving data (see ETL) to background system automation that can give your Airflow "super-powers".

Getting Started

The example DAGs found here can be split into three main categories:

ETL

These DAGs focus on pulling data from various systems and putting them into Amazon Redshift, with S3 as a staging store. These represent the simplest implementation of an "ETL" workflow and can either be used "out-of-the-box" or extended to add additional custom logic.

POC (Proof of Concept)

These DAGs demonstrate simple implementations of custom operators and Airflow setups. They are typically not "copy-and-paste" DAGs but rather walk through how something would work.

System

These DAGs are used on the system administration level and can be thought of as "meta-DAGs" that maintain various states and configurations within Airflow itself. In some cases, these DAGs are used in concert with other custom operators, such as the rate_limit_reset DAG.

Contributions

Contributions of your own DAGs are very welcome. Please see some of the example DAGs for a sense of general formatting guidelines.

License

Apache 2.0

example-airflow-dags's People

Contributors

benjamingregory avatar

Watchers

James Cloos avatar Rory Bramwell avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.