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Titlebook: Unlocking dbt; Design and Deploy Tr Cameron Cyr,Dustin Dorsey Book 2023 Cameron Cyr and Dustin Dorsey 2023 dbt.Data Pipelines.Data Transfor

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978-1-4842-9699-8Cameron Cyr and Dustin Dorsey 2023
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https://doi.org/10.1007/978-1-4842-9703-2dbt; Data Pipelines; Data Transformation; ETL; ELT; SQL; Data Warehouse; Cloud Computing; dbt Cloud; dbt Core
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Setting Up a dbt Project,As with any new technical project, time must be spent on the setup and configuration to establish a solid foundation that will enable the contributors to the project to be successful. dbt is no different in this respect, and there is more than one path available to you for successfully setting up a new project.
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Introduction to dbt,credible high value. While both are valuable in their raw state, they must first be processed in order to create something of value. Crude oil is sent to refineries where it is separated into petroleum products like fuel, oils, asphalts, etc. which turn it into staples of everyday life. Data is refi
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Sources and Seeds,nto the same chapter as they are smaller, but very important, subjects. Sources refer to the original data sources, such as data from databases, that are used as the input for dbt. Source tables are referred to in dbt models via a Jinja function, which we will discuss more later in the chapter. Seed
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Models,GUIs) or stored procedures. Unfortunately, implementations of these solutions tend to end up being very complex and in a consistently unreliable state. One of the main reasons for this is that software engineering best practices, which are also applicable to data teams, are not used. For example, da
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