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Driving Data Quality with Data Contracts

You're reading from   Driving Data Quality with Data Contracts A comprehensive guide to building reliable, trusted, and effective data platforms

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781837635009
Length 206 pages
Edition 1st Edition
Languages
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Author (1):
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Andrew Jones Andrew Jones
Author Profile Icon Andrew Jones
Andrew Jones
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Toc

Table of Contents (16) Chapters Close

Preface 1. Part 1: Why Data Contracts?
2. Chapter 1: A Brief History of Data Platforms FREE CHAPTER 3. Chapter 2: Introducing Data Contracts 4. Part 2: Driving Data Culture Change with Data Contracts
5. Chapter 3: How to Get Adoption in Your Organization 6. Chapter 4: Bringing Data Consumers and Generators Closer Together 7. Chapter 5: Embedding Data Governance 8. Part 3: Designing and Implementing a Data Architecture Based on Data Contracts
9. Chapter 6: What Makes Up a Data Contract 10. Chapter 7: A Contract-Driven Data Architecture 11. Chapter 8: A Sample Implementation 12. Chapter 9: Implementing Data Contracts in Your Organization 13. Chapter 10: Data Contracts in Practice 14. Index 15. Other Books You May Enjoy

Technical requirements

You can find all the code for this chapter in the Chapter08 directory in the GitHub repository at https://github.com/PacktPublishing/Driving-Data-Quality-with-Data-Contracts.

To follow along with the code samples in this chapter, download the code from GitHub. Ensure you have Python version 3.9.12 or above installed on your local machine, and then run the following commands from the Chapter08 directory to install the dependencies in a virtual environment:

$ python3 -m venv venv
$ source venv/bin/activate
$ pip install -r requirements.txt

You’ll also need a Google Cloud account. If you don’t have one already, you can sign up at https://cloud.google.com. Once created, you will need to ensure you have permission to create BigQuery datasets and tables in your project by following the instructions at https://cloud.google.com/bigquery/docs/access-control.

Next, install the gcloud CLI by following the instructions at https://cloud.google.com...

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