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Data Engineering with Scala and Spark

You're reading from  Data Engineering with Scala and Spark

Product type Book
Published in Jan 2024
Publisher Packt
ISBN-13 9781804612583
Pages 300 pages
Edition 1st Edition
Languages
Authors (3):
Eric Tome Eric Tome
Profile icon Eric Tome
Rupam Bhattacharjee Rupam Bhattacharjee
Profile icon Rupam Bhattacharjee
David Radford David Radford
Profile icon David Radford
View More author details

Table of Contents (21) Chapters

Preface Part 1 – Introduction to Data Engineering, Scala, and an Environment Setup
Chapter 1: Scala Essentials for Data Engineers Chapter 2: Environment Setup Part 2 – Data Ingestion, Transformation, Cleansing, and Profiling Using Scala and Spark
Chapter 3: An Introduction to Apache Spark and Its APIs – DataFrame, Dataset, and Spark SQL Chapter 4: Working with Databases Chapter 5: Object Stores and Data Lakes Chapter 6: Understanding Data Transformation Chapter 7: Data Profiling and Data Quality Part 3 – Software Engineering Best Practices for Data Engineering in Scala
Chapter 8: Test-Driven Development, Code Health, and Maintainability Chapter 9: CI/CD with GitHub Part 4 – Productionalizing Data Engineering Pipelines – Orchestration and Tuning
Chapter 10: Data Pipeline Orchestration Chapter 11: Performance Tuning Part 5 – End-to-End Data Pipelines
Chapter 12: Building Batch Pipelines Using Spark and Scala Chapter 13: Building Streaming Pipelines Using Spark and Scala Index Other Books You May Enjoy

Working with Argo Workflows

Argo Workflows is an open source orchestration tool for jobs running on Kubernetes. It is implemented as a Kubernetes custom resource definition (CRD). Each step in Argo Workflows runs as a container on a Kubernetes platform. In this section, we are going to take a look at the capabilities offered by Argo Workflows starting with installation on your local machine.

Installing Argo Workflows

For the purposes of this chapter, we will set up Argo locally. There are two steps you need to take before we can start looking at Argo:

  1. Install minikube. Please refer to the steps outlined in https://minikube.sigs.k8s.io/docs/start/ to install minikube.
  2. Install the kubectl CLI to interact with minikube by following the steps outlined in https://kubernetes.io/docs/tasks/tools/#kubectl.

Once you have minikube and kubectl installed, you can proceed with configuring two separate Argo components that we are going to use in this section:

  • Argo...
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