tibor-mach / simple-ml-infra

Repository for setting up simple MLOps infrastructure

simple-ml-infra

Repository for setting up simple MLOps infrastructure

Quick guide

1. Install terraform
2. Set up an AWS account and a default aws-cli profile with a corresponding Acces key ID an a Secret access key.
3. Create a .env file in the same directory where main.tf is located and contains the following info:

   AWS_ACCESS_KEY_ID = <my_access_key_id>
   AWS_SECRET_ACCESS_KEY = <my_secret_access_key>
   

   NOTE: DO NOT VERSION THE .env FILE WITH GIT!
4. create a python virtual environment and instal pydotenv[cli]. This tool will be used to pass environmental variables stored in the .env file to terraform.
5. Run dotenv run terraform init
6. Make any desired changes to the terraform state.
7. Run dotenv run terraform apply to apply changes.
8. Profit!