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aws-glue-scala-etl-flake's Introduction

AWS Glue Scala ETL Flake

This repository is meant to serve as an example of how easy the Nix package manager (https://nixos.org) can make setting up an otherwise irritating environment.

Roughly, this flake downloads the necessary blobs and libraries, sets the relevant environment variables, and gives you a shell to develop and run AWS Glue jobs.

Testing the flake

After cloning this repository, run the following three commands:

  1. nix develop
    • Starts a nix shell with all the tools the glue application needs available to it
  2. sbt pack
    • Exports a copy of the Glue jars we need to run the app
    • spark-conf/spark-defaults.conf is already set up to put this on the classpath for us
  3. $SPARK_HOME/bin/spark-submit --class GlueApp target/scala-2.12/glue-app_2.12-0.1.0-SNAPSHOT.jar
    • Submits the glue job
    • Takes the newline-delimited JSON file data/in/data.ndjson, partitions it on the first key, and writes the results to data/out

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