The official repository for the Rock the JVM Spark Essentials with Scala course

This repository contains the code we wrote during Rock the JVM's Spark Essentials with Scala (Udemy version here) Unless explicitly mentioned, the code in this repository is exactly what was caught on camera.

How to install

install Docker
either clone the repo or download as zip
open with IntelliJ as an SBT project
in a terminal window, navigate to the folder where you downloaded this repo and run docker-compose up to build and start the PostgreSQL container - we will interact with it from Spark
in another terminal window, navigate to spark-cluster/ and build the Docker-based Spark cluster with

chmod +x build-images.sh
./build-images.sh

when prompted to start the Spark cluster, go to the spark-cluster folder and run docker-compose up --scale spark-worker=3 to spin up the Spark containers

How to start

Clone this repository and checkout the start tag by running the following in the repo folder:

git checkout start

How to see the final code

Udemy students: checkout the udemy branch of the repo:

git checkout udemy

Premium students: checkout the master branch:

git checkout master

How to run an intermediate state

The repository was built while recording the lectures. Prior to each lecture, I tagged each commit so you can easily go back to an earlier state of the repo!

The tags are as follows:

start
1.1-scala-recap
2.1-dataframes
2.2-dataframes-basics-exercise
2.4-datasources
2.5-datasources-part-2
2.6-columns-expressions
2.7-columns-expressions-exercise
2.8-aggregations
2.9-joins
2.10-joins-exercise
3.1-common-types
3.2-complex-types
3.3-managing-nulls
3.4-datasets
3.5-datasets-part-2
4.1-spark-sql-shell
4.2-spark-sql
4.3-spark-sql-exercises
5.1-rdds
5.2-rdds-part-2

And for premium students, in addition:

6.1-spark-job-anatomy
6.2-deploying-to-cluster
7.1-taxi
7.2-taxi-2
7.3-taxi-3
7.4-taxi-4

When you watch a lecture, you can git checkout the appropriate tag and the repo will go back to the exact code I had when I started the lecture.

For questions or suggestions

If you have changes to suggest to this repo, either