Result: Streamlit deployment of model result dashboarding. Whole infrastruction creation using Terraform and app setting using packaged modules.
Screen:
Pre-requisites:
1: You must have AWS account and its secret configured locally.
2: AWS key-pair should be generate before-hand as it will be used to connect to VM provisioned.
3: Terraform should be installed and setup on your system.
Steps:
1: Download/clone this project repo.
2: Move to "build-infra" and move paste private key in keys folder.
3: From build-infra folder.
terraform init
terraform validate
terraform plan
if no errors then proceed
terraform apply --auto-approve
4: login on your server and validate if service is running or not by
ssh -i KEYPAIR_NAME.pem ubuntu@PRIVATE_IP
ps -Al | grep streamlit
if not running:
streamlit run Walmart_Sales_Deployment/Home.py --server.port PORT_NUMBER
5: Go to https://public-ip:port-number in browser. Your app should be running now.
For other common issues visit forum.