October 2025
Beginner to intermediate
370 pages
9h 12m
English
Content preview from Getting Started with Taipy
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4
Orchestrating Taipy Applications
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 ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.