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distributed computing

Apache Airflow Tutorial – Part 4 DAG Patterns

Apache Airflow Tutorial – Part 4 DAG Patterns

Overview During the previous parts in this series, I introduced Apache Airflow in general, demonstrated my docker dev stack, and built out a simple linear DAG definition. I want to wrap up the series by showing a few other common DAG patterns I regularly use. In order to follow along,

Apache Airflow Tutorial – Part 3 Start Building

Apache Airflow Tutorial – Part 3 Start Building

Overview If you've read this far you should have a reasonable understanding of the Apache Airflowlayout and be up and running with your own docker dev environment. Well done! This part in the series will cover building an actual simple pipeline in Airflow. Start building by getting the

Apache Airflow Tutorial – Part 1 Introduction

Apache Airflow Tutorial – Part 1 Introduction

What is Apache Airflow? Briefly, Apache Airflow is a workflow management system (WMS). It groups tasks into analyses, and defines a logical template for when these analyses should be run. Then it gives you all kinds of amazing logging, reporting, and a nice graphical view of your analyses. I'

Apache Airflow Tutorial – Part 2 Install with Docker

Apache Airflow Tutorial – Part 2 Install with Docker

Install Apache Airflow With Docker Overview In this part of the series I will cover how to get a nice Apache Airflow instance up and running with docker. You won't need to have anything installed locally besides docker, which is fantastic, because configuring all these pieces individually would

Setting up a Local Spark Development Environment using Docker

Setting up a Local Spark Development Environment using Docker

Every time I want to get started with new tech I figure out how to get a stack up and running that closely resembles a real-world production instance as much as possible. This is a get up and running post. It does not get into the nitty gritty details of

Deploy a Celery Job Queue With Docker – Part 2 Deploy with Docker Swarm on AWS

Deploy a Celery Job Queue With Docker – Part 2 Deploy with Docker Swarm on AWS

Overview In Part 1 of this series we went over the Celery Architecture, how to separate out the components in a docker-compose file, and laid the ground for deployment. Deploy With AWS CloudFormation This portion of the blog post assumes you have a ssh key setup. If you don'

Deploy a Celery Job Queue With Docker – Part 1 Develop

Deploy a Celery Job Queue With Docker – Part 1 Develop

Overview In this post I will hopefully show you how to organize a large docker-compose project, specifically a project related to a job queue. In this instance we will use Celery, but hopefully you can see how the concepts relate to any project with a job queue, or just a