Simple ML Ops Iris

How to run locally [vanilla]

1. Install python
2. Add python in PATH environment variable
3. Open VSCode or IDE
4. Select interpreter as python
5. Run pip install -r requirements.txt
6. Run server using uvicorn main:app --host 0.0.0.0 --port 8001

How to run locally using docker

1. Install docker
2. Create image using docker build -t iris-mlops .
3. Run image in container using docker run -d --name iris-mlops -p 8001:8001 iris-mlops

How to deploy automatically in VPS using Github Action

1. Install docker in VPS
2. Add variables VPS_HOST, VPS_USERNAME, and VPS_WORKDIR
3. Add secret key VPS_PRIVATE_KEY
4. Pull project to main branch to automatically deploy