JuliaArrays/StructArrays.jl is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
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Struct-of-arrays style data structure that emulates array-of-structs access
Wrapper object for "structure of arrays" coding style
The compiler will optimize that away
news.ycombinator.com | 2021-05-02
declares an array of struct of arrays, where each inner struct array contains 8 elements. This would have the advantage of playing well with the streaming prefetcher if you're working with all fields of the `Point` type.
Julia's StructArrays package is also very convenient: https://github.com/JuliaArrays/StructArrays.jlnews.ycombinator.com | 2021-05-02
Julia has a package that provides incredibility easy to use SoA. https://github.com/JuliaArrays/StructArrays.jl Julia's metaprogramming and multiple dispatch mean that it can use user structs fully transparently. Everything just works.
Is there a way to have a dataframe whose type will contain the types of its columns?
reddit.com/r/Julia | 2021-03-04
You can use https://github.com/JuliaArrays/StructArrays.jl It's a decent choice when you need ease of manipulation and type stability.