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A Comprehensive Guide: Writing Your Own Airflow Operator
Step-by-Step Tutorial with Examples to Make Your First Airflow Operator Creation Effortless
Welcome to this guide designed for beginners, where we will delve into the process of writing your own Airflow operator. If you’re new to Airflow or want to improve your skills, this tutorial will give you a thorough introduction and practical examples. By the end, you will feel confident in your ability to create custom operators that are specifically designed to meet your unique requirements.
Table of contents
· Understanding Airflow Operators
· Creating Your Custom Operator
· Using Your Custom Operator
· Custom Operator with custom HttpHook in action
∘ Notion Employee Database Schema
∘ InsertPandasDFToNotionDBOperator
∘ The Operator in action
Understanding Airflow Operators
AnOperator
is essentially a blueprint for a pre-definedTask
that you can simply define within your DAG using a declarative approach.
Airflow has a very extensive set of operators available, with some built-in to…