ML-backend

• Running K-Means Clustering to determine the clusters of assault reports in the recent time
• Determine safest routes using Harvestine path
• Using Google Maps API

Instructions

• Add API keys under ./env:

GOOGLE_API_KEY=<YOUR_API_KEY>

• Install poetry:

curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python -

# install dependencies
poetry install

• Startup flask server:

python ./app.py

Running with Docker

• Build Docker images

docker build -t aarnphm/htn2021:latest

• Run Docker images

docker run -i -t -v $(pwd):/htn aarnphm/htn2021:latest