November 2025
Beginner to intermediate
348 pages
3h 44m
Chinese
Overview
本作品已使用人工智能进行翻译。欢迎您提供反馈和意见：translation-feedback@oreilly.com
数据质量低下会给数据团队带来重大问题，从破坏创收的数据管道到丧失数据消费者的信任。尽管数据质量至关重要，许多数据团队仍难以避免这些问题——尤其当数据源自其无法控制的上游工作流时。解决方案：数据契约。 数据契约通过记录数据预期、确立数据资产所有权，并在持续集成/持续交付（CI/CD）工作流中自动执行约束，从而实现高质量、受良好治理的数据资产。
本书以实操视角阐释数据契约架构：明确定义数据契约概念，解析数据行业采用数据契约的必要性，并分享生产环境中的真实应用案例。您将学习如何实现数据契约架构的各个组件，理解它们在数据生命周期中的应用场景，最终掌握在组织内部推行数据契约的实施策略。
作者查德·桑德森、马克·弗里曼与B.E.施密特将助您：
- 探索数据合约在行业中的实际应用场景
- 掌握该架构各组件的应用方法，包括持续集成/持续交付、监控、版本控制数据等
- 学习使用开源工具实现数据合约
- 研究利用数据契约架构解决数据质量问题的方案
- 评估数据合同在组织中的实施效果
- 制定策略以确定数据契约在组织中的应用方式
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.