Airflow: Sensors

Airflow: Sensors

Learn how to use Airflow sensors to wait for events before triggering tasks.

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Overview

Welcome! We're so glad you're here 😍

Sensors help to wait for an event to happen before getting executed.

With Sensors, you can take your data pipelines to the next level and cover a variety of new use cases.

🎯Objectives

At the end of this course, you'll be able to:

  • Define a Sensor
  • Identify use cases where to use a Sensor
  • Implement a Sensor to check if an API is available
  • Use the task sensor decorator

👥 Audience

Who should take this course:

  • Data Engineers
  • Data Analysts
  • Software Engineers
  • Data Scientists

Set aside 10 minutes to complete the course.

💻 Setup Requirements

You need to have the following:

Curriculum0 hr 15 min

  • Introduction
  • Welcome! 0 hr 1 min
  • Why Sensors? 0 hr 1 min
  • What's a Sensor? 0 hr 1 min
  • The basics
  • Waiting for files in a S3 bucket 0 hr 5 min
  • Running the Sensor 0 hr 2 min
  • Practice: Better utilize Sensors 0 hr 3 min
  • Advanced
  • Implement any logic in your Sensors 0 hr 3 min
  • Best practices with Sensors 0 hr 1 min
  • Finishing up...
  • Quiz!
  • Wrap up 0 hr 1 min
  • How was it?

Overview

Welcome! We're so glad you're here 😍

Sensors help to wait for an event to happen before getting executed.

With Sensors, you can take your data pipelines to the next level and cover a variety of new use cases.

🎯Objectives

At the end of this course, you'll be able to:

  • Define a Sensor
  • Identify use cases where to use a Sensor
  • Implement a Sensor to check if an API is available
  • Use the task sensor decorator

👥 Audience

Who should take this course:

  • Data Engineers
  • Data Analysts
  • Software Engineers
  • Data Scientists

Set aside 10 minutes to complete the course.

💻 Setup Requirements

You need to have the following:

Curriculum0 hr 15 min

  • Introduction
  • Welcome! 0 hr 1 min
  • Why Sensors? 0 hr 1 min
  • What's a Sensor? 0 hr 1 min
  • The basics
  • Waiting for files in a S3 bucket 0 hr 5 min
  • Running the Sensor 0 hr 2 min
  • Practice: Better utilize Sensors 0 hr 3 min
  • Advanced
  • Implement any logic in your Sensors 0 hr 3 min
  • Best practices with Sensors 0 hr 1 min
  • Finishing up...
  • Quiz!
  • Wrap up 0 hr 1 min
  • How was it?