The purpose of this project is to model the healthcare workforce trends in Utah by profession. The model also outputs the supply/need for each county in Utah.
We use docker to deploy in production. The specific container that we extend is
here and the tag is python3.8.
The container is set up to use uwsgi and nginx to host a flask app and has been extended
to also serve the static frontend.
To build and run the containers, do the following:
# On a fresh ubuntu 20.04 system
sudo apt install curl
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
sudo apt-key fingerprint 0EBFCD88
sudo add-apt-repository \
"deb [arch=amd64] https://download.docker.com/linux/ubuntu \
$(lsb_release -cs) \
stable"
sudo add-apt-repository ppa:deadsnakes/ppa
sudo apt-get update
sudo apt-get install docker-ce pipenv python3.7 python3.7-dev mysql-server libmysqlclient-dev glpk-utils
sudo usermod -aG docker ubuntu
# Re-login
cd ~
curl -sL https://deb.nodesource.com/setup_14.x | sudo -E bash -
sudo apt-get install -y nodejs
git clone https://github.com/visdesignlab/workforce-frontend.git
cd workforce-frontend
# Assemble necessary frontend resources
cd frontend
npm install
npm run build
cd ..
# Assemble necessary backend resources
mkdir /home/ubuntu/workforce-db-data/
cd backend
pipenv install
cd ..
docker stop workforce-mysql
docker rm workforce-mysql
# Replace these vars when doing production work look at .env.prod
docker run \
--name workforce-mysql \
-e MYSQL_ROOT_PASSWORD=password \
-e MYSQL_USER=workforceuser \
-e MYSQL_PASSWORD=password \
-e MYSQL_DATABASE=workforcewebapp \
-v /home/ubuntu/workforce-db-data/:/var/lib/mysql \
-d \
-p 3306:3306 \
mysql:5
pipenv run migrate
sudo systemctl enable /home/ubuntu/workforce-frontend/api.service
cd ..
# Set up nginx (requires the SSL certs from backend)
cp backend/nginx.conf /etc/nginx/nginx.conf