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Hello Mohannad,
I'm happy to hear that you've used Ring in a university setting for a data analytics project. When Softanza is released, it will significantly aid in this area.
Softanza startup time has been dramatically improved after implementing some fixes proposed by Mahmoud. It now takes only 0.10 seconds on my machine (Windows, Intel i7 2.95GHz, and 16GB of RAM).
The Softanza files themselves take just half of that time (0.05 seconds), while the other half is used by the required Ring libraries, mainly lightguilib.ring, which takes 0.04 seconds.
I should find a way to load only the Qt classes used in Softanza, which would reduce the library loading time to just 0.05 seconds. I'll be asking Mahmoud for help with this in a separate post.
By the way, how is your Dragon web framework project going? I hope it's progressing well.
All the best, Mansour
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