Taipy release 2.1 - discover the new features

𝗗𝗲𝘀𝗰𝗿𝗶𝗽𝘁𝗶𝗼𝗻
Taipy v2.1 is out with a lot of major features! Discover what's new in this release
We launched Taipy in 2022 with a radical idea: building powerful Python web applications as quickly as possible.
In just a few months since the last release, our users have delivered amazing software, from pilots to full-scale applications.
Our strategy is to provide full coverage with frontend and backend platforms (Pipeline & Scenario Management). We want Taipy to help with a wide range of Python developments: from simple pilots with dashboards to complex Python applications, multi-user, highly interactive, embedding AI models, etc.
In this latest release, major features are on the menu.
𝗧𝗮𝗶𝗽𝘆 𝗖𝗼𝗿𝗲 (the backend)
To emphasize our low-code philosophy, creating pipeline configurations with Taipy Core needed an interactive editor, which is now the case with Taipy Studio.
𝗧𝗮𝗶𝗽𝘆 𝗦𝘁𝘂𝗱𝗶𝗼
With Taipy Studio, you can create a complete configuration for your pipelines and scenarios graphically. Such configurations can be saved as a TOML file which can then be loaded in your Python code to create pipeline instances and execution runs.
𝗦𝗰𝗲𝗻𝗮𝗿𝗶𝗼/𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 𝗩𝗲𝗿𝘀𝗶𝗼𝗻𝗶𝗻𝗴
Indeed, there was a significant need for version management for Taipy pipeline/scenario configurations. An application is constantly evolving. Developers must maintain the configuration by modifying data sources, new tasks, etc. The new versioning system will naturally help manage this aspect from your command line.
𝗧𝗮𝗶𝗽𝘆 𝗚𝗨𝗜 (𝘁𝗵𝗲 𝗳𝗿𝗼𝗻𝘁𝗲𝗻𝗱)
𝗖𝗵𝗮𝗿𝘁𝘀: First, many more charts are at your disposal: Bubble charts, Heatmaps, Error chars, Polar & Radar charts, Financial charts, etc.
𝗖𝗼𝗱𝗲 𝗮𝘂𝘁𝗼-𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗶𝗼𝗻:Taipy Studio also brings a code auto-completion feature that is most helpful when writing Taipy GUI code.
𝗧𝗵𝗲 𝗗𝗲𝗰𝗶𝗺𝗮𝘁𝗼𝗿: This is a neat graphical filter for large data sets.
What does it do? Python charts are not made for large data sets. They usually crash or lead to cluttered graphics. The Decimator solves these issues. It removes the points that least modify the shape of the curve (for line charts) or the form of clusters (in the case of scatter plots), etc. Simply add a new property to your Taipy GUI charts to use it.
👩‍💻 【 𝗽𝗶𝗽 𝗶𝗻𝘀𝘁𝗮𝗹𝗹 𝘁𝗮𝗶𝗽𝘆 】
𝗟𝗶𝗻𝗸𝘀
Learn more about Taipy at www.taipy.io/
Taipy Core concepts documentation: bit.ly/3LAqwi1
Taipy Studio : bit.ly/3nbba9i
𝗢𝘂𝗿 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆
Website: bit.ly/3MG8ATB
GitHub repository Taipy Core : github.com/Ava...
LinkedIn: / taip. .
Twitter: / taipy_io
Stack Overflow: stackoverflow....%2...

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