Adding an interface to MathOptInterface (MOI)

[langestefan]

It would be valuable if QOCO could be accessed from Julia. Popular DSLs in Julia are JuMP.jl and Convex.jl.

The most direct approach to making QOCO accessible for these packages (and thus Julia) would be to provide an abstraction layer to the solver via MathOptInterface.

The best starting point would probably be the tutorial implementing a solver interface. It would also be helpful to look at existing implementations such as Zaphod.jl, ECOS.jl and SCS.jl.

cc: @blegat

[blegat]

I can help for writing the MOI wrapper. The first step, which is probably easier for the solver author, is to add the solver to https://github.com/JuliaPackaging/Yggdrasil. That will cross compiler binaries of the solver for all platforms.

[langestefan]

Basically, just add a script build_tarballs.jl under Yggdrasil/Q/QOCO?

[blegat]

Yes, with the help of the wizard 🪄

[govindchari]

Closing this issue as this exists now: https://github.com/qoco-org/QOCO.jl