using Redis with Python to analyze COVID19 data

• Redlock for distributed lock management
• Redis as a job queue to scale data processing
• Redis with Python Pandas for Data Science. Data is stored in Redis Hashes which translate into Panda DataFrames

Setup dev environment

• Install Docker and Docker Compose https://docs.docker.com/compose/install/
• Clone this repo
• cp devops/secrets.env.sample devops/secrets.env and specify values in it
• docker-compose up --build -d
• Run devops/reimport_data.sh to import data for all dates
• Run devops/test.sh to run all unit tests
• Browse to http://localhost:5000/ to view dashboard
• Browse to http://localhost:5000/rq/ to view jobs running
• Data is sourced from https://github.com/CSSEGISandData/COVID-19, by Johns Hopkins CSSE