March 2025
Intermediate to advanced
286 pages
8h 51m
Portuguese (Portugal, Brazil)
Content preview from Arquitetura prática da Lakehouse
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Capítulo 7. O panorama geral: Projetando e implementando uma plataforma Lakehouse
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Nos capítulos anteriores, discutimos os componentes individuais da arquitetura lakehouse e suas considerações de design. Este capítulo discutirá como unir todos esses componentes para projetar e implementar uma plataforma lakehouse moderna, escalável e segura.
Este capítulo ajudará os arquitectos de dados a conceber uma plataforma completa baseada na arquitetura lakehouse. Também orientará os engenheiros de dados na implementação de vários processos de gestão de dados e das melhores práticas numa lakehouse. Outras personas de dados, como analistas de dados, cientistas, administradores e administradores de plataformas, podem ler este capítulo para obterem uma compreensão detalhada de vários processos de lakehouse e do impacto que podem ter no seu trabalho diário.
Começaremos por discutir as actividades de pré-conceção, como a recolha de requisitos e a compreensão do sistema existente e dos seus desafios. Estas actividades envolvem fazer as perguntas certas às pessoas certas. Em seguida, ajudar-te-ei a estabelecer os princípios orientadores que constituem a base da tua plataforma de lakehouse.
Em seguida, explicarei as considerações de design para os principais componentes, como a ingestão de dados, o processamento, o armazenamento, o consumo, a gestão de metadados, a governação, ...
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