happymeter 😊

Find out how happy you are

ML model based on Somerville Happiness Survey Data Set.

FastAPI backend

Native front-end (HTML + CSS + JS)

Streamlit front-end

SQLite / PostgreSQL Database

Run locally (from root folder):

• Create virtual environment: python -m venv .venv
• Install dependencies: poetry install --no-root
• Launch backend: make backend
• Launch front-end:
  • Native: 127.0.0.1:8080
  • Streamlit: make frontend
• Pre-commit: make eval
• Unit tests: make test
• Coverage badge: make cov
• End-to-end build (eval + test + cov): make build

Containers:

• Populate .env with POSTGRES_HOST, POSTGRES_USER, POSTGRES_PASSWORD and POSTGRES_DB
• Docker backend: make docker-backend
• Docker frontend: make docker-frontend
• Docker compose: make docker-compose

Deploy to Azure:

• Run bash deploy_azure.sh