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Data Contracts: Developing Production-Grade Pipelines at Scale

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Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data cont...

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Description produit

Marque
GENERIC
Titre principal
Data Contracts: Developing Production-Grade Pipelines at Scale
Editeur
O'Reilly Media
Type de produit
paperback
Présentation du livre
paperback
Release date
12/9/2025 12:00:00 AM
Langue d'origine
English
ISBN
4953299574
Dimensions
7 x 2 x 9.19 inches
Nombre de pages de livre
346 pages
Langue - Librairie
English
Résumé
Poor data quality can cause major problems for data teams, from breaking revenue-generating data pipelines to losing the trust of data consumers. Despite the importance of data quality, many data teams still struggle to avoid these issues—especially when their data is sourced from upstream workflows outside of their control. The solution: data contracts. Data contracts enable high-quality, well-governed data assets by documenting expectations of the data, establishing ownership of data assets, and then automatically enforcing these constraints within the CI/CD workflow.This practical book introduces data contract architecture with a clear definition of data contracts, explains why the data industry needs them, and shares real-world use cases of data contracts in production. In addition, you'll learn how to implement components of the data contract architecture and understand how they're used in the data lifecycle. Finally, you'll build a case for implementing data contracts in your organization.Authors Chad Sanderson, Mark Freeman, and B.E. Schmidt will help you:Explore real-world applications of data contracts within the industryUnderstand how to apply each component of this architecture, such as CI/CD, monitoring, version control data, and moreLearn how to implement data contracts using open source toolsExamine ways to resolve data quality issues using data contract architectureMeasure the impact of implementing a data contract in your organizationDevelop a strategy to determine how data contracts will be used in your organization Read more
Auteur(s)
Chad Sanderson, Mark Freeman, B. E. Schmidt
Date de parution
12/9/2025 12:00:00 AM