March 2025
Intermediate to advanced
286 pages
8h 51m
Portuguese (Portugal, Brazil)
Content preview from Arquitetura prática da Lakehouse
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Capítulo 2. Arquitecturas tradicionais e plataformas de dados modernas
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No Capítulo 1, discutimos a arquitetura lakehouse - uma nova abordagem para a implementação de plataformas de dados. Para apreciar verdadeiramente qualquer nova tecnologia, primeiro tens de compreender as capacidades e limitações das suas gerações anteriores. Assim, para apreciar o valor da arquitetura lakehouse, é essencial compreender as gerações actuais e anteriores de arquitecturas de dados. Neste capítulo, abordaremos em pormenor estas gerações anteriores, também conhecidas como "arquitecturas tradicionais".
Começaremos por discutir a forma como as arquitecturas tradicionais, como os armazéns de dados e os lagos de dados, são implementadas utilizando a infraestrutura no local. Apresentar-te-ei as principais caraterísticas, vantagens e limitações das plataformas de dados criadas com estas arquitecturas.
Em seguida, vamos explorar as plataformas de dados modernas criadas com tecnologias Cloud e o que as organizações actuais orientadas para os dados esperam delas. As organizações implementam as suas plataformas de dados modernas utilizando uma abordagem autónoma ou combinada:
- A abordagem autónoma
-
Inclui um sistema construído utilizando um armazém de dados ou um lago de dados
- A abordagem combinada
-
Utiliza tanto o armazém de dados como o lago de dados, tornando-o uma arquitetura de dois ...
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