Aws-Production-Pipeline-MLops

An Automated production pipeline which includes aws infrastructure provisioning using terraform and CI-CD using git-hub actions.

STEPS

STEP 0 - CONFIG SETUP

• cd to src/aws_infrastructure and init terraform

terraform init

STEP 1 - INFRA PROVISION

• run infra setup

python src/aws_infrastructure_control/aws_infrastructure_setup.py

PLAN

APPLY

OUTPUT to JSON

STEP 2 - TRAINING

STEP 3 - DEPLOY WITH RUNID

STEP 4 - CONTROL AND MAINTAINENCE

STEP - DESTROY

python src/aws_infrastructure_control/aws_infrastructure_setup.py

Test Jenkin