cdk-django VS copilot-cli

cdk-django

CDK Construct Library: github.com/briancaffey/cdk-django

- Another aspect of my approach that I prefer over the other one is using a high-level construct that you publish and then consume in your project. This requires that you write a construct in TypeScript and then publish it to npm or PyPI. I'm working on a construct library for deploying Django apps with CDK called djagno-cdk, and one of the constructs in it uses ECS Fargate: https://github.com/briancaffey/django-cdk/blob/main/src/django-ecs.ts. Ideally you don't have everything in a single construct though, so I like how Mariano is doing that in his project. My Terraform project does a better job at separating layers of the application, so I need to apply that same principle to django-cdk when I get around to working on that project again.

Sure. My IaC journey actually started out with CloudFormation, and I learned a lot from this reference project: aws-samples/ecs-refarch-cloudformation. Then I picked up CDK when that became available and migrated a project from CloudFormation to CDK. It sounded like a nicer way to handle stacks in a familiar language with lots great one-liners and utility functions and constructs, and it definitely is. I have a similar project written in CDK that is an application/framework-first (Django) approach to learning and doing IaC that you can find here: https://github.com/briancaffey/django-cdk. This implements both ECS and EKS, but my attempts at learning EKS sort of fizzled out for now as I don't have the need to use it, and for the task at hand (running a monolithic Django application on AWS) I think ECS makes a LOT more sense.

I have an example of doing this here, and I posted about this earlier on this sub https://www.reddit.com/r/django/comments/rj7sj2/deploying_django_applications_to_a_singlenode/

I'm not sure what you mean by "architecture", and I'm not sure what is wrong with trying to save money while learning how to do IaC and CI/CD. My thinking is that I can use some of what I learned here in a more robust setup of a Django app that uses ECS, I'm working on that here: https://github.com/briancaffey/django-cdk/blob/main/src/django-ecs.ts.

Here is on that I’m working on: https://github.com/briancaffey/django-cdk

Here's a link to the repo: https://github.com/briancaffey/django-cdk. This library currently offers high level constructs for EKS as well as ECS. I have previously used ECS for most of the containerized web apps I have worked with, so I'm hoping to use this as a way to compare the two orchestration tools for my use case and gather some best practices. This project includes a companion repo that is included as a git submodule that I have been to do live tests/deployments using my construct library.

AWS Copilot CLI is an open source command line interface for running containers on AWS App Runner, Amazon Elastic Container Service (ECS), and AWS Fargate.

sudo curl -Lo /usr/local/bin/copilot https://github.com/aws/copilot-cli/releases/latest/download/copilot-linux && sudo chmod +x /usr/local/bin/copilot

Check out AWS Copilot CLI: https://aws.github.io/copilot-cli/

This is by far the best way to deploy compute into AWS in containerized workloads.

The abstraction you want is Jobs: ttps://aws.github.io/copilot-cli/docs/concepts/jobs/

Building this any other way on AWS would require provisioning multiple artifacts. The Copilot Jobs abstraction basically encapsulates the provisioning of those artifacts into one repeatable pattern.

AWS Copilot CLI is a tool that lets you deploy production-ready, scalable services on AWS from a Dockerfile in one command.

and here is the copilot page if you are interested https://aws.github.io/copilot-cli/

For larger high availability required things, AWS ECS with RDS, ElastiCache, CloudFront, S3, etc.. Really like Copilot for deployment/env/secret/sidecar management (probably needs a rename now): https://aws.github.io/copilot-cli/

We are spending about 60% less. Workload has actually lessened since AWS is so much more stable. Getting to a similar DX as Heroku was quite the lift, but once it's done, it's done. These days we generally only have outages when we screw something up ourselves. I recommend https://github.com/aws/copilot-cli for starting out on ECS.

I'd recommend checking out AWS Copilot (https://aws.github.io/copilot-cli/)