Fix BridgingCost for UniversalFallback

src/Utilities/universalfallback.jl

@@ -372,6 +372,45 @@
     return _get(uf, attr)
 end
 
+# `UniversalFallback` claims to support every `(F, S)` constraint pair and every
+# constrained-variable set via its catch-all `supports_constraint` /
+# `supports_add_constrained_variable(s)`. The bridging-cost attributes must
+# agree with that: if the inner model genuinely supports the pair/set, defer to
+# it; otherwise, `UniversalFallback` itself supports it (by caching the
+# constraint in its own dict), so the cost is `0.0`. The generic
+# `AbstractModelAttribute` getter above would otherwise forward to the inner
+# model — whose `get_fallback` returns `Inf` for unsupported pairs — even
+# though `UniversalFallback` claims support.
+function MOI.get(
+    uf::UniversalFallback,
+    attr::MOI.ConstraintBridgingCost{F,S},
+) where {F,S}
+    if MOI.supports_constraint(uf.model, F, S)
+        return MOI.get(uf.model, attr)
+    end
+    return 0.0
+end
+
+function MOI.get(
+    uf::UniversalFallback,
+    attr::MOI.VariableBridgingCost{S},
+) where {S<:MOI.AbstractScalarSet}
+    if MOI.supports_add_constrained_variable(uf.model, S)
+        return MOI.get(uf.model, attr)
+    end
+    return 0.0
+end
+
+function MOI.get(
+    uf::UniversalFallback,
+    attr::MOI.VariableBridgingCost{S},
+) where {S<:MOI.AbstractVectorSet}
+    if MOI.supports_add_constrained_variables(uf.model, S)
+        return MOI.get(uf.model, attr)
+    end
+    return 0.0
+end
+
 function MOI.get(
     uf::UniversalFallback,
     attr::MOI.AbstractConstraintAttribute,

test/Utilities/test_universalfallback.jl

@@ -530,6 +530,48 @@ function test_set_inner_constraint_attribute()
     return
 end
 
+function test_bridging_cost_consistent_with_supports()
+    # `UniversalFallback.supports_constraint` and
+    # `supports_add_constrained_variable(s)` accept absolutely anything by
+    # forwarding through their `is_bridged`-style catch-all. The bridging-cost
+    # attributes must agree: they should never return `Inf` for a pair that
+    # `supports_*` claims to support, because that would make
+    # `LazyBridgeOptimizer` treat the node as unreachable and break graph
+    # construction. Use `Model{BigFloat}` so the inner model genuinely does
+    # not support `*Cone{Float64}`, exercising the case where
+    # `UniversalFallback` extends support beyond the inner.
+    model = MOI.Utilities.UniversalFallback(MOI.Utilities.Model{BigFloat}())
+    for (F, S) in (
+        # inner supports natively
+        (MOI.ScalarAffineFunction{BigFloat}, MOI.LessThan{BigFloat}),
+        (MOI.VectorOfVariables, MOI.PowerCone{BigFloat}),
+        # inner does not support; UF stores in its own dict
+        (MOI.ScalarAffineFunction{Float64}, MOI.LessThan{Float64}),
+        (MOI.VectorOfVariables, MOI.PowerCone{Float64}),
+        (MOI.VectorAffineFunction{BigFloat}, MOI.Test.UnknownVectorSet),
+    )
+        @test MOI.supports_constraint(model, F, S)
+        @test MOI.get(model, MOI.ConstraintBridgingCost{F,S}()) < Inf
+    end
+    for S in (
+        MOI.GreaterThan{BigFloat},
+        MOI.Integer,
+        MOI.GreaterThan{Float64},  # not natively supported by Model{BigFloat}
+    )
+        @test MOI.supports_add_constrained_variable(model, S)
+        @test MOI.get(model, MOI.VariableBridgingCost{S}()) < Inf
+    end
+    for S in (
+        MOI.Nonnegatives,
+        MOI.PowerCone{BigFloat},
+        MOI.PowerCone{Float64},  # not natively supported by Model{BigFloat}
+    )
+        @test MOI.supports_add_constrained_variables(model, S)
+        @test MOI.get(model, MOI.VariableBridgingCost{S}()) < Inf
+    end
+    return
+end
+
 end  # module
 
 TestUniversalFallback.runtests()