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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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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

Summary

In this chapter, we’ve started to see exactly what makes up a data contract. A large part of the data contract is the schema. We explored various open source schema formats to understand how we can use them to define schemas and the different functionality we can add to those schemas. We also looked at how we can make schemas accessible by using a schema registry to act as the source of truth for them.

However, schemas can only define how the data looks at a set point in time. Data will evolve, and so will the schema. So, we then discussed how to evolve your data over time and how to migrate your consumers to a new version without causing major disruption or breaking existing applications unexpectedly.

We finished the chapter by looking at how we can use data contracts to manage the governance and controls of data through the specification of metadata that describes the data.

We can then use that metadata to integrate with any tool or service. This can be done...

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