This is an easy-to-run standalone spark cluster attached to a Jupyter notebook instance. Just run ./build-spark.sh to build the images, then run docker-compose up and navigate to localhost:8080(Spark UI) and localhost:8888 (Jupyter Notebook). You may need to configure the worker resources in docker-compose.yml to less than your machine.