Create user to run the service

sudo useradd spark
sudo usermod -aG sudo spark

Install Python

sudo apt install python3-pip python3-dev

Install pip

sudo -H pip3 install --upgrade pip
sudo -H pip3 install virtualenv

Libraries

sudo aptitude install libxml2-dev

sudo aptitude install libssl-dev
sudo aptitude install libcurl4-openssl-dev