Resolve some adj/trans and triangular matrix multiplication ambiguiti…

…es (#325)

* Remove ambiguity in transpose matrix * zeros vector

* Resolve transpose vec * Zeros Matrix

* disambiguate with transpose-adjoint wrapper

* disambiguate against AbstractTriangular

src/FillArrays.jl

@@ -11,7 +11,7 @@ import Base: size, getindex, setindex!, IndexStyle, checkbounds, convert,
 
 import LinearAlgebra: rank, svdvals!, tril, triu, tril!, triu!, diag, transpose, adjoint, fill!,
     dot, norm2, norm1, normInf, normMinusInf, normp, lmul!, rmul!, diagzero, AdjointAbsVec, TransposeAbsVec,
-    issymmetric, ishermitian, AdjOrTransAbsVec, checksquare, mul!, kron
+    issymmetric, ishermitian, AdjOrTransAbsVec, checksquare, mul!, kron, AbstractTriangular
 
 
 import Base.Broadcast: broadcasted, DefaultArrayStyle, broadcast_shape, BroadcastStyle, Broadcasted

src/fillalgebra.jl

@@ -93,9 +93,18 @@ mult_ones(a, b) = mult_ones(a, b, mult_axes(a, b))
 *(a::AbstractFillMatrix, b::AbstractZerosMatrix) = mult_zeros(a, b)
 *(a::AbstractFillMatrix, b::AbstractZerosVector) = mult_zeros(a, b)
 
-*(a::AbstractZerosMatrix, b::AbstractMatrix) = mult_zeros(a, b)
-*(a::AbstractMatrix, b::AbstractZerosVector) = mult_zeros(a, b)
-*(a::AbstractMatrix, b::AbstractZerosMatrix) = mult_zeros(a, b)
+for MT in (:AbstractMatrix, :AbstractTriangular)
+    @eval *(a::AbstractZerosMatrix, b::$MT) = mult_zeros(a, b)
+    @eval *(a::$MT, b::AbstractZerosMatrix) = mult_zeros(a, b)
+end
+# Odd way to deal with the type-parameters to avoid ambiguities
+for MT in (:(AbstractMatrix{T}), :(Transpose{<:Any, <:AbstractMatrix{T}}), :(Adjoint{<:Any, <:AbstractMatrix{T}}),
+            :(AbstractTriangular{T}))
+    @eval *(a::$MT, b::AbstractZerosVector) where {T} = mult_zeros(a, b)
+end
+for MT in (:(Transpose{<:Any, <:AbstractVector}), :(Adjoint{<:Any, <:AbstractVector}))
+    @eval *(a::$MT, b::AbstractZerosMatrix) = mult_zeros(a, b)
+end
 *(a::AbstractZerosMatrix, b::AbstractVector) = mult_zeros(a, b)
 
 function lmul_diag(a::Diagonal, b)
@@ -290,13 +299,25 @@ function _adjvec_mul_zeros(a, b)
     return a1 * b[1]
 end
 
-*(a::AdjointAbsVec{<:Any,<:AbstractZerosVector}, b::AbstractMatrix) = (b' * a')'
+for MT in (:AbstractMatrix, :AbstractTriangular, :(Adjoint{<:Any,<:TransposeAbsVec}))
+    @eval *(a::AdjointAbsVec{<:Any,<:AbstractZerosVector}, b::$MT) = (b' * a')'
+end
+# ambiguity
+function *(a::AdjointAbsVec{<:Any,<:AbstractZerosVector}, b::TransposeAbsVec{<:Any,<:AdjointAbsVec})
+    # change from Transpose ∘ Adjoint to Adjoint ∘ Transpose
+    b2 = adjoint(transpose(adjoint(transpose(b))))
+    a * b2
+end
 *(a::AdjointAbsVec{<:Any,<:AbstractZerosVector}, b::AbstractZerosMatrix) = (b' * a')'
-*(a::TransposeAbsVec{<:Any,<:AbstractZerosVector}, b::AbstractMatrix) = transpose(transpose(b) * transpose(a))
+for MT in (:AbstractMatrix, :AbstractTriangular, :(Transpose{<:Any,<:AdjointAbsVec}))
+    @eval *(a::TransposeAbsVec{<:Any,<:AbstractZerosVector}, b::$MT) = transpose(transpose(b) * transpose(a))
+end
 *(a::TransposeAbsVec{<:Any,<:AbstractZerosVector}, b::AbstractZerosMatrix) = transpose(transpose(b) * transpose(a))
 
 *(a::AbstractVector, b::AdjOrTransAbsVec{<:Any,<:AbstractZerosVector}) = a * permutedims(parent(b))
-*(a::AbstractMatrix, b::AdjOrTransAbsVec{<:Any,<:AbstractZerosVector}) = a * permutedims(parent(b))
+for MT in (:AbstractMatrix, :AbstractTriangular)
+    @eval *(a::$MT, b::AdjOrTransAbsVec{<:Any,<:AbstractZerosVector}) = a * permutedims(parent(b))
+end
 *(a::AbstractZerosVector, b::AdjOrTransAbsVec{<:Any,<:AbstractZerosVector}) = a * permutedims(parent(b))
 *(a::AbstractZerosMatrix, b::AdjOrTransAbsVec{<:Any,<:AbstractZerosVector}) = a * permutedims(parent(b))
 
@@ -307,7 +328,8 @@ end
 
 *(a::Adjoint{T, <:AbstractMatrix{T}} where T, b::AbstractZeros{<:Any, 1}) = mult_zeros(a, b)
 
-*(D::Diagonal, a::AdjointAbsVec{<:Any,<:AbstractZerosVector}) = (a' * D')'
+*(D::Diagonal, a::Adjoint{<:Any,<:AbstractZerosVector}) = (a' * D')'
+*(D::Diagonal, a::Transpose{<:Any,<:AbstractZerosVector}) = transpose(transpose(a) * transpose(D))
 *(a::AdjointAbsVec{<:Any,<:AbstractZerosVector}, D::Diagonal) = (D' * a')'
 *(a::TransposeAbsVec{<:Any,<:AbstractZerosVector}, D::Diagonal) = transpose(D*transpose(a))
 function _triple_zeromul(x, D::Diagonal, y)
@@ -325,7 +347,7 @@ end
 *(x::TransposeAbsVec{<:Any,<:AbstractZerosVector}, D::Diagonal, y::AbstractZerosVector) = _triple_zeromul(x, D, y)
 
 
-function *(a::Transpose{T, <:AbstractVector{T}}, b::AbstractZerosVector{T}) where T<:Real
+function *(a::Transpose{T, <:AbstractVector}, b::AbstractZerosVector{T}) where T<:Real
     la, lb = length(a), length(b)
     if la ≠ lb
         throw(DimensionMismatch("dot product arguments have lengths $la and $lb"))

test/runtests.jl

@@ -1579,6 +1579,14 @@ end
             @test A*Zeros(nA,1) ≡ Zeros(mA,1)
             @test a*Zeros(na,3) ≡ Zeros(la,3)
 
+            @test transpose(A) * Zeros(mA) ≡ Zeros(nA)
+            @test A' * Zeros(mA) ≡ Zeros(nA)
+
+            @test transpose(a) * Zeros(la, 3) ≡ Zeros(1,3)
+            @test a' * Zeros(la,3) ≡ Zeros(1,3)
+
+            @test Zeros(la)' * Transpose(Adjoint(a)) == 0.0
+
             w = zeros(mA)
             @test mul!(w, A, Fill(2,nA), true, false) ≈ A * fill(2,nA)
             w .= 2
@@ -1658,6 +1666,22 @@ end
         @test adjoint(A)*fillvec ≈ adjoint(A)*Array(fillvec)
         @test adjoint(A)*fillmat ≈ adjoint(A)*Array(fillmat)
     end
+
+    @testset "ambiguities" begin
+        UT33 = UpperTriangular(ones(3,3))
+        UT11 = UpperTriangular(ones(1,1))
+        @test transpose(Zeros(3)) * Transpose(Adjoint([1,2,3])) == 0
+        @test Zeros(3)' * Adjoint(Transpose([1,2,3])) == 0
+        @test Zeros(3)' * UT33 == Zeros(3)'
+        @test transpose(Zeros(3)) * UT33 == transpose(Zeros(3))
+        @test UT11 * Zeros(3)' == Zeros(1,3)
+        @test UT11 * transpose(Zeros(3)) == Zeros(1,3)
+        @test Zeros(2,3) * UT33 == Zeros(2,3)
+        @test UT33 * Zeros(3,2) == Zeros(3,2)
+        @test UT33 * Zeros(3) == Zeros(3)
+        @test Diagonal([1]) * transpose(Zeros(3)) == Zeros(1,3)
+        @test Diagonal([1]) * Zeros(3)' == Zeros(1,3)
+    end
 end
 
 @testset "count" begin