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Book Overview & Buying
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Table Of Contents
Getting Started with Taipy
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Data orchestration is the management and automation of different data transformation steps. Taipy’s orchestration process has three main components: Data Nodes, which connect to data (as we saw in Chapter 3), Tasks, which connect to Python functions, and Scenarios, which group Tasks and Data Nodes. Scenarios allow you to structure your algorithms and create data pipelines (a succession of Tasks using Data Nodes).
As opposed to the usual “data pipelines” that data engineers create with Extract Transform Load (ETL) tools and that are backend-only, users can access Taipy pipeline components from the UI, with dedicated visual components (we already covered some in Chapter 3). Taipy orchestration pipelines abstract complex setups, such as parallel processing or scaling, so you can focus on your app and algorithms.
In this chapter, you’ll learn about the main components and steps of orchestration in Taipy. We’ll create...