airflow needs a home, ~/airflow is the default, but you can lay the foundation somewhere else if you prefer
export AIRFLOW_HOME=~/airflow
pip install apache-airflow
airflow db init
airflow webserver -p 8080
airflow scheduler
airflow users create --role Admin --username admin --email admin \
--firstname admin --lastname admin --password admin