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Jillian Rowe

Jillian Rowe

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

Deploy a Full Stack Web Application with Docker and Traefik

Deploy a Full Stack Web Application with Docker and Traefik

Overview Have you ever had to deploy a full stack web application? With different services, some mapping to different ports, some static html, maybe a couple databases thrown in there? Have you ever banged your head against your desk trying to figure out how to expose different ports on a

Docker Ecosystem

Docker Ecosystem

Containers, Compose, Swarm, Desktop? Docker isn't simply a container or a virtual machine, its an entire ecosystem. Luckily, each component is a layer that builds upon its previous layer. There are definitely a lot of moving pieces, but from a birds eyes perspective there are three main components.

Develop a Python Flask Application with Docker and Deploy it to AWS – Part 3 Bring it together with docker compose

Develop a Python Flask Application with Docker and Deploy it to AWS – Part 3 Bring it together with docker compose

Recap Up until this point we covered: * Building a custom docker container using the official python miniconda container as our base. * Interactively running commands in our custom image * Giving docker build time instructions and run time instructionswith RUN and CMD. * Spinning up a webserver that we can access on our

Develop a Python Flask Application with Docker and Deploy it to AWS – Part 4 Deploy our docker images

Develop a Python Flask Application with Docker and Deploy it to AWS – Part 4 Deploy our docker images

VICTORY Now that our docker-compose.yml file is all ready, we have almost all the pieces we need to deploy our application to AWS. The last thing it so deploy our docker images to some docker storage provider. I personally like quay.io, but docker hub is an equally excellent

Develop a Python Flask Application with Docker and Deploy to AWS – Part 1 Docker Beginnings

Develop a Python Flask Application with Docker and Deploy to AWS – Part 1 Docker Beginnings

I am currently taking the Udacity Machine Learning Engineer Nanodegree, and as a part of my project I wanted to deploy my dockerized machine learning model, along with a (very) simple front end interface, to AWS. I needed to review some materials, and realized I was having a lot of