Data Contracts in Action (el. knyga) (skaityta knyga) | Manas Jain | knygos.lt

Aprašymas

Data contracts are becoming important as organizations move to cloud platforms, data products, and decentralized data ownership. They create clear agreements between data producers and consumers, helping teams reduce broken pipelines, unclear ownership, and trust issues in daily data work. Data Contracts in Action shows how data contracts help establish clear agreements between data producers and consumers, improving trust, reducing operational issues, and creating scalable foundations for modern data ecosystems.

This book takes the reader from the basics of data governance and data quality to the practical use of data contracts in modern data platforms. It explains why governance matters, how data debt grows, and how contracts can define schemas, metadata, validation rules, ownership, and expectations. The readers will learn how to design contract-driven architectures, use standards such as JSON Schema, Avro, Protobuf, YAML, and OpenAPI, apply CI/CD and version control, monitor contract violations, and handle schema evolution.

By the end of this book, readers will be able to plan, build, validate, monitor, and scale data contracts with confidence. They will gain practical direction to improve data quality, strengthen governance, and build reliable data pipelines and data products.

WHAT YOU WILL LEARN

● Understand and design contracts that define ownership, schema, and expectations.

● Validate data using JSON Schema, Avro, and Protobuf.

● Automate checks with CI/CD and version control workflows.

● Scale governed data products across teams and platforms.

● Migrate legacy systems, measure outcomes, communicate value, and scale.

WHO THIS BOOK IS FOR

This book is for data engineers, architects, data scientists, ML engineers, cloud developers, governance leaders, and analytics professionals who want to build reliable, governed data pipelines. A basic understanding of databases, data platforms, or data pipelines is recommended, though the material remains practical and accessible.