Testing SCIP.jl with JuMP.jl in direct mode.

error.log

julia> test()
ERROR: In `@constraint(model, ind, ind_fun in ind_set)`: unable to add the constraint because we don't recognize MathOptInterface.VectorAffineFunction{Float64}(MathOptInterface.VectorAffineTerm{Float64}[VectorAffineTerm{Float64}(1, ScalarAffineTerm{Float64}(1.0, VariableIndex(3))), VectorAffineTerm{Float64}(2, ScalarAffineTerm{Float64}(0.2, VariableIndex(1))), VectorAffineTerm{Float64}(2, ScalarAffineTerm{Float64}(1.0, VariableIndex(2)))], [0.0, 0.0]) as a valid JuMP function.
Stacktrace:
 [1] error(::String, ::String) at ./error.jl:42
 [2] _macro_error(::Symbol, ::Array{Any,1}, ::String) at /home/rs/.julia/packages/JuMP/iGamg/src/macros.jl:1091
 [3] (::getfield(JuMP, Symbol("#_error#55")){Symbol})(::String) at /home/rs/.julia/packages/JuMP/iGamg/src/macros.jl:565
 [4] build_constraint(::getfield(JuMP, Symbol("#_error#55")){Symbol}, ::MathOptInterface.VectorAffineFunction{Float64}, ::MathOptInterface.IndicatorSet{ACTIVATE_ON_ONE::ActivationCondition = 1,MathOptInterface.LessThan{Float64}}) at /home/rs/.julia/packages/JuMP/iGamg/src/macros.jl:462
 [5] macro expansion at /home/rs/.julia/packages/JuMP/iGamg/src/macros.jl:619 [inlined]
 [6] test() at /home/rs/scratch.jl:27
 [7] top-level scope at none:0

scip_jump.jl

using JuMP
using SCIP

function test()
    model = direct_model(SCIP.Optimizer())
    @variable(model, x >= 0)
    @variable(model, y)
    @variable(model, z)

    @constraint(model, linear, x + y == z)
    @constraint(model, quadratic, x^2 + y^2 <= z)
    @constraint(model, soc, [x, y, z] in SecondOrderCone())
    @constraint(model, sos1, [x, y, z] in JuMP.MOI.SOS1([1.0, 2.0, 3.0]))
    @constraint(model, sos2, [x, y, z] in JuMP.MOI.SOS2([1.0, 2.0, 3.0]))
    @constraint(model, abspow, [z, x] in SCIP.AbsolutePowerSet(2.0))
    @NLconstraint(model, nl, x*y/z - x^z == 1)

    # z == 1  ==>  0.2x + y ≤ 9
    ind_fun = JuMP.MOI.VectorAffineFunction(
        [JuMP.MOI.VectorAffineTerm(1, JuMP.MOI.ScalarAffineTerm(1.0, z.index)),
         JuMP.MOI.VectorAffineTerm(2, JuMP.MOI.ScalarAffineTerm(0.2, x.index)),
         JuMP.MOI.VectorAffineTerm(2, JuMP.MOI.ScalarAffineTerm(1.0, y.index))],
        [0.0, 0.0])
    ind_set = JuMP.MOI.IndicatorSet{JuMP.MOI.ACTIVATE_ON_ONE}(JuMP.MOI.LessThan(9.0))
    @constraint(model, ind, ind_fun in ind_set)

    @show linear quadratic soc sos1 sos2 abspow nl ind

    return model
end

status.log

(scip) pkg> st
    Status `~/.julia/environments/scip/Project.toml`
  [fa961155] CEnum v0.1.2
  [40e3b903] Clang v0.9.0
  [4076af6c] JuMP v0.20.0
  [ee0a3090] MINLPTests v0.4.0 [`~/.julia/dev/MINLPTests`]
  [b8f27783] MathOptInterface v0.9.3
  [82193955] SCIP v0.9.1 [`~/.julia/dev/SCIP`]