突破单一规模：Airbnb 如何面向多产品世界演进其数据架构
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The Airbnb Tech Blog
Airbnb 技术博客
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Creative engineers and data scientists building a world where you can belong anywhere. http://airbnb.io
富有创造力的工程师和数据科学家正在构建一个让你在任何地方都有归属感的世界。http://airbnb.io
How Airbnb’s data engineers and analytics engineers built a consistent and flexible data modeling framework to support the expansion into Homes, Experiences, and Services.
Airbnb 的数据工程师和分析工程师如何构建一致且灵活的数据建模框架，以支持向 Homes、Experiences 和 Services 的扩展。
Person working out with battle ropes in a gym while a trainer crouches nearby, guiding their form; kettlebell in background.
一个人在健身房里使用战绳锻炼，教练蹲在旁边指导其动作；背景中有壶铃。
By: Patrick Lam, Namrata Lamba, Jamie Stober
作者：Patrick Lam、Namrata Lamba、Jamie Stober
With the May 2025 Summer Release, Airbnb redesigned its app, relaunched Experiences, and debuted Services, pushing us beyond our traditional Homes focus. For the data teams, this meant rapidly evolving a decade-old infrastructure to integrate two brand-new product pillars. Our data engineers and analytics engineers rose to the challenge by building a consistent and flexible framework to serve as a robust and scalable data foundation for the next decade of growth.
随着2025年5月的Summer Release，Airbnb重新设计了其应用程序，重新推出了Experiences，并首次推出了Services，推动我们超越了传统的Homes业务重心。对于数据团队而言，这意味着要快速演进拥有十年历史的基础设施，以整合两个全新的产品支柱。我们的数据工程师和分析工程师迎接了这一挑战，构建了一个一致且灵活的框架，作为未来十年增长的稳健且可扩展的数据基础。
But getting there wasn’t straightforward. This fundamental shift surfaced a critical question for our d...