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Modern Data Architectures with Python

You're reading from   Modern Data Architectures with Python A practical guide to building and deploying data pipelines, data warehouses, and data lakes with Python

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781801070492
Length 318 pages
Edition 1st Edition
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Author (1):
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Brian Lipp Brian Lipp
Author Profile Icon Brian Lipp
Brian Lipp
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Toc

Table of Contents (19) Chapters Close

Preface 1. Part 1:Fundamental Data Knowledge
2. Chapter 1: Modern Data Processing Architecture FREE CHAPTER 3. Chapter 2: Understanding Data Analytics 4. Part 2: Data Engineering Toolset
5. Chapter 3: Apache Spark Deep Dive 6. Chapter 4: Batch and Stream Data Processing Using PySpark 7. Chapter 5: Streaming Data with Kafka 8. Part 3:Modernizing the Data Platform
9. Chapter 6: MLOps 10. Chapter 7: Data and Information Visualization 11. Chapter 8: Integrating Continous Integration into Your Workflow 12. Chapter 9: Orchestrating Your Data Workflows 13. Part 4:Hands-on Project
14. Chapter 10: Data Governance 15. Chapter 11: Building out the Groundwork 16. Chapter 12: Completing Our Project 17. Index 18. Other Books You May Enjoy

Practical lab

We’ll now use this lab to implement everything we have learned.

Problem 1

Create a repo and use Terraform to create a new cluster.

We now use the gh CLI to create the repository in GitHub:

gh repo create
? What would you like to do? Create a new repository on GitHub from scratch
? Repository name chapter_8_infra
? Description used for infrascture
? Visibility Public
? Would you like to add a README file? Yes
? Would you like to add a .gitignore? Yes
? Choose a .gitignore template Python
? Would you like to add a license? Yes
? Choose a license GNU Affero General Public License v3.0
? This will create "chapter_8_infra" as a public repository on GitHub. Continue? Yes
✓ Created repository bclipp/chapter_8_infra on GitHub
? Clone the new repository locally? Yes

Next, we create an organization, workspace, and project with Terraform Cloud:

Figure 8.11: Creating an organization

Figure 8.11: Creating an organization

Figure 8.12: Creating a workspace

Figure...

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