Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
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

Arrow left icon
Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781837635009
Length 206 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Andrew Jones Andrew Jones
Author Profile Icon Andrew Jones
Andrew Jones
Arrow right icon
View More author details
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

Providing the interfaces to the data

In this section, we’ll use the data contract to provision a Google BigQuery table. This will act as the interface to the data, through which the data generators will make their data available to the data consumers. We’ll learn how to use the contract and its schema to dynamically provision and manage those resources, keeping them in sync with the data contract.

This BigQuery table is the first of our contract-driven resources. To create it, we’ll need to convert our data contract to a custom JSON format that defines a BigQuery table and its schema (https://cloud.google.com/bigquery/docs/reference/rest/v2/tables#TableSchema), as highlighted in the following diagram:

Figure 8.2 – Using the data contract to define and create a BigQuery table

Figure 8.2 – Using the data contract to define and create a BigQuery table

We’ll also need a way to send that JSON to the Google Cloud APIs, which will then create the table. To do that, we are going to make use of an...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime