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Data Contracts: Developing Production-Grade Pipelines at Scale by Chad Sanderson, Mark Freeman, B E Schmidt — Free eBook

• Page: 346
• Format: pdf / epub / kindle
• ISBN: 9781098157630
• Publisher: O'Reilly Media, Incorporated

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Overview 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...