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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

Populating a central schema registry

We’ve just seen how, by having our schemas accessible to our code, we can make use of a variety of libraries to ease the generation and consumption of data. That relies on having easy access to those schemas, wherever you need them. In this section, we’ll learn how to populate a schema registry from our data contract, making our schemas available to any service or code, at any time.

Again, we’ll be converting our data contract to JSON Schema, then using that to populate the schema registry, as highlighted in the following diagram:

Figure 8.6 – Converting the data contract to JSON Schema to populate a schema registry

Figure 8.6 – Converting the data contract to JSON Schema to populate a schema registry

We discussed schema registries and their benefits in Chapter 6, What Makes Up a Data Contract, under the Using a schema registry as the source of truth section. One of the benefits we mentioned is that they act as a central store for the schemas, so any application can access...

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