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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

Product type Paperback

Published in Jun 2023

Publisher Packt

ISBN-13 9781837635009

Length 206 pages

Edition 1st Edition

Languages

Python

Tools

Azure Data Factory

Concepts

Data Engineering

Author (1):

Andrew Jones

View More author details

Table of Contents (16) Chapters

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

Why subscribe?

15. Other Books You May Enjoy

Discovering data contracts

As the amount of data contracts increase and we successfully shift ownership of those left to the data generators, the ownership of data increases. That will make it more difficult for data consumers to know where the data is, how to access it, and who owns it.

There are two related tools that can help us with this problem: a data catalog, and data lineage. In this section, we’ll introduce each of these tools in turn and explain why they are important when implementing data contracts in your organization.

We’ll cover the following topics in this section:

What is a data catalog?
Why are data catalogs important for discovering data contracts?
What is data lineage?
Why is data lineage important for data contracts?

What is a data catalog?

Before discussing how data catalogs help us discover data products built with data contracts, let’s first explain what a data catalog is.

A data catalog is an inventory...

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Authors (1)

Andrew Jones

Andrew Jones

Andrew Jones is a Principal Engineer, author, and a Google Developer Expert. He has over 15 years' experience in the industry, with the first half primarily as a software engineer before moving into the data platform and data engineering space. He thinks a lot about how to build platforms - particularly data platforms - that drive the creation of business value. His work on building performant, efficient, and well governed data platforms that facilitate the production and consumption of quality data led him to coining and defining data contracts, and in 2023 he authored the seminal book on the topic, Driving Data Quality with Data Contracts. Andrew is a regular speaker and writer, and passionate about helping organizations get the most value from data.

See other products by Andrew Jones

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