/rod-loanapp

Primary LanguageHCL

MLOps Workshop Template

Note

This template assume you already have an aws account.

  • Setup Authentication with Github Action and AWS using OIDC.

  • Copy and past the created role name and replace it in .github/workflows/setup.yml file line number 23 which looks like the following.

AUTH_GITHUBACTION_WITH_AWS_IAM_ROLE_NAME: ml-project-002 # Replace with Role Name

  • Generate new token in your Github Account with repo, workflow, write:packages, delete:packages and notification permisions selected. Make sure to copy the generated token and save it somewhere

  • In your github repository -> settings -> Actions secrets and variables -> Actions -> Secrets, create secrets with the following variable names.

#Replace value with Github token created
MY_GITHUB_PASSWORD

# Replace value with your Github repository username
MY_GITHUB_USERNAME

#Replace value with your AWS account ID
YOUR_AWS_ACCOUNT_ID
  • In .github/workflow/setup.yml file, line number 15, change the value of region to your region name
AWS_REGION: "us-east-1" # Provide region or leave it as default.

  • In .github/workflows/setup.yml file, line number 13, make sure the value of ACTION='apply'.

  • Initialize your directory, commit and push the sources code to main branch

Note: If you won't to delete all resources, change the value of ACTION='destroy', commit and push to the setup branch to destroy all resources.