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89 changes: 89 additions & 0 deletions src/Test/test_conic.jl
Original file line number Diff line number Diff line change
Expand Up @@ -5770,6 +5770,95 @@ function setup_test(
return
end

# Test with multiple PSD variable on the same constraint in order to catch
# https://github.com/jump-dev/MosekTools.jl/issues/139
function test_conic_PositiveSemidefiniteConeTriangle_4(
model::MOI.ModelLike,
config::Config{T},
) where {T<:Real}
@requires MOI.supports_incremental_interface(model)
@requires _supports(config, MOI.optimize!)
@requires MOI.supports(
model,
MOI.ObjectiveFunction{MOI.ScalarAffineFunction{T}}(),
)
@requires MOI.supports(model, MOI.ObjectiveSense())
@requires MOI.supports_constraint(
model,
MOI.VectorOfVariables,
MOI.PositiveSemidefiniteConeTriangle,
)
@requires MOI.supports_constraint(
model,
MOI.ScalarAffineFunction{T},
MOI.EqualTo{T},
)
@requires MOI.supports_constraint(
model,
MOI.ScalarAffineFunction{T},
MOI.GreaterThan{T},
)
x, cx = MOI.add_constrained_variables(
model,
MOI.PositiveSemidefiniteConeTriangle(2),
)
y, cy = MOI.add_constrained_variables(
model,
MOI.PositiveSemidefiniteConeTriangle(2),
)
c1 = MOI.add_constraint(
model,
sum(one(T) .* x) - sum(one(T) .* y),
MOI.EqualTo(zero(T)),
)
c2 = MOI.add_constraint(
model,
one(T) * y[1] + one(T) * y[3],
MOI.GreaterThan(one(T)),
)
obj = one(T) * x[1] + one(T) * x[3]
MOI.set(model, MOI.ObjectiveSense(), MOI.MIN_SENSE)
MOI.set(model, MOI.ObjectiveFunction{typeof(obj)}(), obj)
@test MOI.get(model, MOI.TerminationStatus()) == MOI.OPTIMIZE_NOT_CALLED
MOI.optimize!(model)
@test MOI.get(model, MOI.TerminationStatus()) == config.optimal_status
@test MOI.get(model, MOI.PrimalStatus()) == MOI.FEASIBLE_POINT
x_primal = MOI.get.(model, MOI.VariablePrimal(), x)
@test ≈(x_primal, ones(T, 3) ./ T(6), config)
y_primal = MOI.get.(model, MOI.VariablePrimal(), y)
@test ≈(y_primal, T[1, -1, 1] ./ T(2), config)
if _supports(config, MOI.ConstraintDual)
@test MOI.get(model, MOI.DualStatus()) == MOI.FEASIBLE_POINT
x_dual = MOI.get(model, MOI.ConstraintDual(), cx)
@test ≈(x_dual, [1, -1, 1] ./ T(3), config)
y_dual = MOI.get(model, MOI.ConstraintDual(), cy)
@test ≈(y_dual, ones(T, 3) ./ T(3), config)
@test ≈(MOI.get(model, MOI.ConstraintDual(), c1), T(2) / T(3), config)
@test ≈(MOI.get(model, MOI.ConstraintDual(), c2), T(1) / T(3), config)
end
return
end

function setup_test(
::typeof(test_conic_PositiveSemidefiniteConeTriangle_4),
model::MOIU.MockOptimizer,
::Config{T},
) where {T<:Real}
MOIU.set_mock_optimize!(
model,
(mock::MOIU.MockOptimizer) -> MOIU.mock_optimize!(
mock,
T[[1, 1, 1] / T(6); [1, -1, 1] / T(2)],
(MOI.VectorOfVariables, MOI.PositiveSemidefiniteConeTriangle) =>
[[1, -1, 1] ./ T(3), ones(T, 3) ./ T(3)],
(MOI.ScalarAffineFunction{T}, MOI.EqualTo{T}) => [T(2) / T(3)],
(MOI.ScalarAffineFunction{T}, MOI.GreaterThan{T}) =>
[T(1) / T(3)],
),
)
return
end

"""
_test_det_cone_helper_ellipsoid(
model::MOI.ModelLike,
Expand Down
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