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airflow_for_beginners's Introduction

This is a small example of the workflow built with Apache Airflow.

You can find slides here and watch the talk here

The goal is to set up a data pipline to get a fresh portion of Stack Overflow questions with tag pandas to our mailbox daily.

A small python script could do the job, but for the learning purposes we choose to overengineer it.

By writing this workflow we will learn the main concepts of Apache Airflow, such as:

  • Operators
  • DAG
  • Tasks
  • Hooks
  • Variables
  • Connections
  • XComs

Happy learning ๐Ÿค“

Helpful resources

๐Ÿ“ Apache Airflow Documentation

Apache Airflow tutorials for beginners

๐Ÿ“ Apache Airflow Tutorial for Data Pipelines

๐Ÿ“ Apache Airflow for the confused

๐Ÿ“ Airflow: Tutorial and Beginners Guide

๐Ÿ“ ETL Pipelines With Airflow

Some more

๐Ÿ“ฐ ETL best principles

๐Ÿ“ฐ Managing Dependencies in Apache Airflow

๐Ÿ“ Getting Started with Airflow Using Docker

๐ŸŽง Putting Airflow Into Production

๐Ÿ“ How to configure SMTP server for apache airflow

If you have any questions or would like to get in touch with me, please drop me a message to [email protected]

airflow_for_beginners's People

Contributors

karpenkovarya avatar

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