CachedArrayStyle for broadcasting with cached arrays

Project.toml

@@ -1,6 +1,6 @@
 name = "LazyArrays"
 uuid = "5078a376-72f3-5289-bfd5-ec5146d43c02"
-version = "2.8"
+version = "2.9"
 
 [deps]
 ArrayLayouts = "4c555306-a7a7-4459-81d9-ec55ddd5c99a"

ext/LazyArraysBandedMatricesExt.jl

@@ -6,7 +6,7 @@ import ArrayLayouts: colsupport, rowsupport, materialize!, MatMulVecAdd, MatMulM
                     OnesLayout, AbstractFillLayout, mulreduce, inv_layout, _fill_lmul!, copyto!_layout, _copy_oftype,
                     layout_getindex, transtype
 import LazyArrays: sublayout, symmetriclayout, hermitianlayout, applylayout, cachedlayout, transposelayout,
-                   LazyArrayStyle, ApplyArrayBroadcastStyle, AbstractInvLayout, AbstractLazyLayout, LazyLayouts,
+                   LazyArrayStyle, AbstractLazyArrayStyle, ApplyArrayBroadcastStyle, AbstractInvLayout, AbstractLazyLayout, LazyLayouts,
                    AbstractPaddedLayout, PaddedLayout, AbstractLazyBandedLayout, LazyBandedLayout, PaddedRows,
                    PaddedColumns, CachedArray, CachedMatrix, LazyLayout, BroadcastLayout, ApplyLayout,
                    paddeddata, resizedata!, broadcastlayout, _broadcastarray2broadcasted, _broadcast_sub_arguments,
@@ -24,12 +24,12 @@ hermitianlayout(::Type{<:Real}, ::AbstractLazyBandedLayout) = SymmetricLayout{La
 hermitianlayout(::Type{<:Complex}, ::AbstractLazyBandedLayout) = HermitianLayout{LazyBandedLayout}()
 
 
-bandedbroadcaststyle(::LazyArrayStyle) = LazyArrayStyle{2}()
+bandedbroadcaststyle(::AbstractLazyArrayStyle) = LazyArrayStyle{2}()
 
-BroadcastStyle(::LazyArrayStyle{1}, ::BandedStyle) = LazyArrayStyle{2}()
-BroadcastStyle(::BandedStyle, ::LazyArrayStyle{1}) = LazyArrayStyle{2}()
-BroadcastStyle(::LazyArrayStyle{2}, ::BandedStyle) = LazyArrayStyle{2}()
-BroadcastStyle(::BandedStyle, ::LazyArrayStyle{2}) = LazyArrayStyle{2}()
+BroadcastStyle(::AbstractLazyArrayStyle{1}, ::BandedStyle) = LazyArrayStyle{2}()
+BroadcastStyle(::BandedStyle, ::AbstractLazyArrayStyle{1}) = LazyArrayStyle{2}()
+BroadcastStyle(::AbstractLazyArrayStyle{2}, ::BandedStyle) = LazyArrayStyle{2}()
+BroadcastStyle(::BandedStyle, ::AbstractLazyArrayStyle{2}) = LazyArrayStyle{2}()
 
 bandedcolumns(::AbstractLazyLayout) = BandedColumns{LazyLayout}()
 bandedcolumns(::DualLayout{<:AbstractLazyLayout}) = BandedColumns{LazyLayout}()
@@ -287,10 +287,10 @@ copyto!_layout(_, ::BroadcastBandedLayout, dest::AbstractMatrix, bc::AbstractMat
 # _banded_broadcast!(dest::AbstractMatrix, f, (A,B)::Tuple{AbstractMatrix{T},AbstractMatrix{V}}, _, ::Tuple{<:Any,ApplyBandedLayout{typeof(*)}}) where {T,V} =
 #     broadcast!(f, dest, BandedMatrix(A), BandedMatrix(B))
 
-broadcasted(::LazyArrayStyle, ::typeof(*), c::Number, A::BandedMatrix) = _BandedMatrix(c .* A.data, A.raxis, A.l, A.u)
-broadcasted(::LazyArrayStyle, ::typeof(*), A::BandedMatrix, c::Number) = _BandedMatrix(A.data .* c, A.raxis, A.l, A.u)
-broadcasted(::LazyArrayStyle, ::typeof(\), c::Number, A::BandedMatrix) = _BandedMatrix(c .\ A.data, A.raxis, A.l, A.u)
-broadcasted(::LazyArrayStyle, ::typeof(/), A::BandedMatrix, c::Number) = _BandedMatrix(A.data ./ c, A.raxis, A.l, A.u)
+broadcasted(::AbstractLazyArrayStyle, ::typeof(*), c::Number, A::BandedMatrix) = _BandedMatrix(c .* A.data, A.raxis, A.l, A.u)
+broadcasted(::AbstractLazyArrayStyle, ::typeof(*), A::BandedMatrix, c::Number) = _BandedMatrix(A.data .* c, A.raxis, A.l, A.u)
+broadcasted(::AbstractLazyArrayStyle, ::typeof(\), c::Number, A::BandedMatrix) = _BandedMatrix(c .\ A.data, A.raxis, A.l, A.u)
+broadcasted(::AbstractLazyArrayStyle, ::typeof(/), A::BandedMatrix, c::Number) = _BandedMatrix(A.data ./ c, A.raxis, A.l, A.u)
 
 
 copy(M::Mul{BroadcastBandedLayout{typeof(*)}, <:Union{PaddedColumns,PaddedLayout}}) = _broadcast_banded_padded_mul(arguments(BroadcastBandedLayout{typeof(*)}(), M.A), M.B)

ext/LazyArraysStaticArraysExt.jl

@@ -1,7 +1,7 @@
 module LazyArraysStaticArraysExt
 
 using LazyArrays
-using LazyArrays: LazyArrayStyle
+using LazyArrays: AbstractLazyArrayStyle
 using StaticArrays
 using StaticArrays: StaticArrayStyle
 
@@ -10,6 +10,6 @@ function LazyArrays._vcat_layout_broadcasted((Ahead,Atail)::Tuple{SVector{M},Any
 	Vcat(op.(Ahead,Bhead), op.(Atail,Btail))
 end
 
-Base.BroadcastStyle(L::LazyArrayStyle{N}, ::StaticArrayStyle{N}) where N = L
+Base.BroadcastStyle(L::AbstractLazyArrayStyle{N}, ::StaticArrayStyle{N}) where N = L
 
 end

src/cache.jl

@@ -324,11 +324,14 @@ end
 # MemoryLayout
 ####
 
-struct CachedLayout{Data,Array} <: MemoryLayout end
+abstract type AbstractCachedLayout <: AbstractLazyLayout end 
+struct CachedLayout{Data,Array} <: AbstractCachedLayout end
+struct GenericCachedLayout <: AbstractCachedLayout end
 
 cachedlayout(::Data, ::Array) where {Data,Array} = CachedLayout{Data,Array}()
 MemoryLayout(C::Type{CachedArray{T,N,DAT,ARR}}) where {T,N,DAT,ARR} = cachedlayout(MemoryLayout(DAT), MemoryLayout(ARR))
 
+MemoryLayout(::Type{<:AbstractCachedArray}) = GenericCachedLayout()
 
 #####
 # broadcasting
@@ -337,9 +340,16 @@ MemoryLayout(C::Type{CachedArray{T,N,DAT,ARR}}) where {T,N,DAT,ARR} = cachedlayo
 # to take advantage of special implementations of the sub-components
 ######
 
-BroadcastStyle(::Type{<:CachedArray{<:Any,N}}) where N = LazyArrayStyle{N}()
+struct CachedArrayStyle{N} <: AbstractLazyArrayStyle{N} end
+CachedArrayStyle(::Val{N}) where N = CachedArrayStyle{N}()
+CachedArrayStyle{M}(::Val{N}) where {N,M} = CachedArrayStyle{N}()
 
-broadcasted(::LazyArrayStyle, op, A::CachedArray) = CachedArray(broadcast(op, cacheddata(A)), broadcast(op, A.array))
+BroadcastStyle(::Type{<:AbstractCachedArray{<:Any,N}}) where N = CachedArrayStyle{N}()
+BroadcastStyle(::Type{<:SubArray{<:Any,N,<:AbstractCachedArray{<:Any,M}}}) where {N,M} = CachedArrayStyle{M}()
+BroadcastStyle(::CachedArrayStyle{N}, ::LazyArrayStyle{M}) where {N,M} = CachedArrayStyle{max(M, N)}()
+
+
+broadcasted(::AbstractLazyArrayStyle, op, A::CachedArray) = CachedArray(broadcast(op, cacheddata(A)), broadcast(op, A.array))
 layout_broadcasted(::CachedLayout, _, op, A::AbstractArray, c::Number) = CachedArray(broadcast(op, cacheddata(A), c), broadcast(op, A.array, c))
 layout_broadcasted(_, ::CachedLayout, op, c::Number, A::CachedArray) = CachedArray(broadcast(op, c, cacheddata(A)), broadcast(op, c, A.array))
 layout_broadcasted(::CachedLayout, _, op, A::CachedArray, c::Ref) = CachedArray(broadcast(op, cacheddata(A), c), broadcast(op, A.array, c))
@@ -380,7 +390,31 @@ for op in (:*, :\, :+, :-)
     @eval layout_broadcasted(::ZerosLayout, ::CachedLayout, ::typeof($op), a::AbstractVector, b::AbstractVector) = broadcast(DefaultArrayStyle{1}(), $op, a, b)
 end
 
+function _bc_resizecacheddata!(::AbstractCachedLayout, a) 
+    resizedata!(a, size(a)...)
+    view(cacheddata(a), axes(a)...)
+end
+_bc_resizecacheddata!(_, a) = a
+_bc_resizecacheddata!(a) = _bc_resizecacheddata!(MemoryLayout(a), a)
+resize_bcargs!(bc::Broadcasted{<:CachedArrayStyle}) = broadcasted(bc.f, map(_bc_resizecacheddata!, bc.args)...)
+
+similar(bc::Broadcasted{<:CachedArrayStyle}, ::Type{T}) where T = CachedArray(zeros(T, axes(bc)))
 
+function copyto!(dest::AbstractArray, bc::Broadcasted{<:CachedArrayStyle})
+    #=
+    Without flatten, we were observing some stack overflows in some cases for nested broadcasts, e.g.
+        using SemiclassicalOrthogonalPolynomials, ClassicalOrthogonalPolynomials
+        Q = Normalized(Legendre())
+        P = SemiclassicalOrthogonalPolynomials.RaisedOP(Q, 1)
+        A, = ClassicalOrthogonalPolynomials.recurrencecoefficients(Q)
+        d = -inv(A[1] * SemiclassicalOrthogonalPolynomials._p0(Q) * P.ℓ[1])
+        κ = d * SemiclassicalOrthogonalPolynomials.normalizationconstant(1, P)
+        κ[1:2]
+    leads to a stack overflow.
+    =#
+    rsz_bc = resize_bcargs!(Base.Broadcast.flatten(bc))
+    copyto!(dest, rsz_bc)
+end
 
 ###
 # norm
@@ -501,19 +535,19 @@ CachedAbstractVector(array::AbstractVector{T}) where T = CachedAbstractVector{T}
 CachedAbstractMatrix(array::AbstractMatrix{T}) where T = CachedAbstractMatrix{T}(array)
 
 
-broadcasted(::LazyArrayStyle, op, A::CachedAbstractArray) = CachedAbstractArray(broadcast(op, cacheddata(A)), broadcast(op, A.array))
-function broadcasted(::LazyArrayStyle, op, A::CachedAbstractVector, B::CachedAbstractVector)
+broadcasted(::AbstractLazyArrayStyle, op, A::CachedAbstractArray) = CachedAbstractArray(broadcast(op, cacheddata(A)), broadcast(op, A.array))
+function broadcasted(::AbstractLazyArrayStyle, op, A::CachedAbstractVector, B::CachedAbstractVector)
     n = max(A.datasize[1],B.datasize[1])
     resizedata!(A,n)
     resizedata!(B,n)
     Adat = view(cacheddata(A),1:n)
     Bdat = view(cacheddata(B),1:n)
     CachedAbstractArray(broadcast(op, Adat, Bdat), broadcast(op, A.array, B.array))
 end
-broadcasted(::LazyArrayStyle, op, A::CachedAbstractArray, c::Number) = CachedAbstractArray(broadcast(op, cacheddata(A), c), broadcast(op, A.array, c))
-broadcasted(::LazyArrayStyle, op, c::Number, A::CachedAbstractArray) = CachedAbstractArray(broadcast(op, c, cacheddata(A)), broadcast(op, c, A.array))
-broadcasted(::LazyArrayStyle, op, A::CachedAbstractArray, c::Ref) = CachedAbstractArray(broadcast(op, cacheddata(A), c), broadcast(op, A.array, c))
-broadcasted(::LazyArrayStyle, op, c::Ref, A::CachedAbstractArray) = CachedAbstractArray(broadcast(op, c, cacheddata(A)), broadcast(op, c, A.array))
+broadcasted(::AbstractLazyArrayStyle, op, A::CachedAbstractArray, c::Number) = CachedAbstractArray(broadcast(op, cacheddata(A), c), broadcast(op, A.array, c))
+broadcasted(::AbstractLazyArrayStyle, op, c::Number, A::CachedAbstractArray) = CachedAbstractArray(broadcast(op, c, cacheddata(A)), broadcast(op, c, A.array))
+broadcasted(::AbstractLazyArrayStyle, op, A::CachedAbstractArray, c::Ref) = CachedAbstractArray(broadcast(op, cacheddata(A), c), broadcast(op, A.array, c))
+broadcasted(::AbstractLazyArrayStyle, op, c::Ref, A::CachedAbstractArray) = CachedAbstractArray(broadcast(op, c, cacheddata(A)), broadcast(op, c, A.array))
 
 
 ###
@@ -532,6 +566,8 @@ end
 sublayout(::CachedLayout{MLAY,ALAY}, ::Type{I}) where {MLAY,ALAY,I} =
     cachedlayout(sublayout(MLAY(),I), sublayout(ALAY,I))
 
+sublayout(::GenericCachedLayout, ::Type{I}) where I = GenericCachedLayout()
+
 function resizedata!(V::SubArray, n::Integer...)
     resizedata!(parent(V), getindex.(parentindices(V), max.(1,n))...)
     V

src/lazybroadcasting.jl

@@ -1,4 +1,6 @@
-struct LazyArrayStyle{N} <: AbstractArrayStyle{N} end
+abstract type AbstractLazyArrayStyle{N} <: AbstractArrayStyle{N} end
+
+struct LazyArrayStyle{N} <: AbstractLazyArrayStyle{N} end
 LazyArrayStyle(::Val{N}) where N = LazyArrayStyle{N}()
 LazyArrayStyle{M}(::Val{N}) where {N,M} = LazyArrayStyle{N}()
 
@@ -7,8 +9,8 @@ LazyArrayStyle{M}(::Val{N}) where {N,M} = LazyArrayStyle{N}()
 layout_broadcasted(_, _, op, A, B) = Base.Broadcast.Broadcasted(Base.Broadcast.combine_styles(A,B), op, (A, B))
 layout_broadcasted(op, A, B) = layout_broadcasted(MemoryLayout(A), MemoryLayout(B), op, A, B)
 
-DefaultArrayStyle(::LazyArrayStyle{N}) where N = DefaultArrayStyle{N}()
-broadcasted(::LazyArrayStyle, op, A, B) = layout_broadcasted(op, A, B)
+DefaultArrayStyle(::AbstractLazyArrayStyle{N}) where N = DefaultArrayStyle{N}()
+broadcasted(::AbstractLazyArrayStyle, op, A, B) = layout_broadcasted(op, A, B)
 
 for op in (:*, :/, :+, :-)
     @eval layout_broadcasted(::ZerosLayout, _, ::typeof($op), a, b) = broadcasted(DefaultArrayStyle(Base.Broadcast.combine_styles(a,b)), $op, a, b)
@@ -74,10 +76,10 @@ _BroadcastArray(bc::Broadcasted) = BroadcastArray{combine_eltypes(bc.f, bc.args)
 BroadcastArray(bc::Broadcasted{S}) where S =
     _BroadcastArray(instantiate(Broadcasted{S}(bc.f, _broadcast2broadcastarray(bc.args...))))
 
-BroadcastArray(f, A, As...) = BroadcastArray(broadcasted(f, A, As...))
+BroadcastArray(f, A, As...) = BroadcastArray{combine_eltypes(f, (A,As...))}(f, A, As...)
 BroadcastArray{T}(f, A, As...) where T = BroadcastArray{T}(instantiate(broadcasted(f, A, As...)))
-BroadcastMatrix(f, A...) = BroadcastMatrix(broadcasted(f, A...))
-BroadcastVector(f, A...) = BroadcastVector(broadcasted(f, A...))
+BroadcastMatrix(f, A...) = BroadcastMatrix{combine_eltypes(f, A)}(f, A...)
+BroadcastVector(f, A...) = BroadcastVector{combine_eltypes(f, A)}(f, A...)
 
 BroadcastArray{T,N}(f, A...) where {T,N} = BroadcastArray{T,N,typeof(f),typeof(A)}(f, A)
 
@@ -116,7 +118,7 @@ converteltype(::Type{T}, A::AbstractArray) where T = convert(AbstractArray{T}, A
 converteltype(::Type{T}, A) where T = convert(T, A)
 sub_materialize(::BroadcastLayout, A) = converteltype(eltype(A), sub_materialize(_broadcasted(A)))
 
-copy(bc::Broadcasted{<:LazyArrayStyle}) = BroadcastArray(bc)
+copy(bc::Broadcasted{<:AbstractLazyArrayStyle}) = BroadcastArray(bc)
 
 # BroadcastArray are immutable
 copy(bc::BroadcastArray) = bc
@@ -159,37 +161,37 @@ BroadcastStyle(::Type{<:UpperOrLowerTriangular{<:Any,<:LazyMatrix}}) = LazyArray
 BroadcastStyle(::Type{<:LinearAlgebra.HermOrSym{<:Any,<:LazyMatrix}}) = LazyArrayStyle{2}()
 
 
-BroadcastStyle(L::LazyArrayStyle{N}, ::StructuredMatrixStyle)  where N = L
+BroadcastStyle(L::AbstractLazyArrayStyle{N}, ::StructuredMatrixStyle)  where N = L
 
 
 
 ## scalar-range broadcast operations ##
 # Ranges already support smart broadcasting
 for op in (+, -, big)
     @eval begin
-        broadcasted(::LazyArrayStyle{1}, ::typeof($op), r::AbstractRange) =
+        broadcasted(::AbstractLazyArrayStyle{1}, ::typeof($op), r::AbstractRange) =
             broadcast(DefaultArrayStyle{1}(), $op, r)
     end
 end
 
 for op in (-, +, *, /)
-    @eval broadcasted(::LazyArrayStyle{1}, ::typeof($op), r::AbstractRange, x::Real) = broadcast(DefaultArrayStyle{1}(), $op, r, x)
+    @eval broadcasted(::AbstractLazyArrayStyle{1}, ::typeof($op), r::AbstractRange, x::Real) = broadcast(DefaultArrayStyle{1}(), $op, r, x)
 end
 
 for op in (-, +, *, \)
-    @eval broadcasted(::LazyArrayStyle{1}, ::typeof($op), x::Real, r::AbstractRange) = broadcast(DefaultArrayStyle{1}(), $op, x, r)
+    @eval broadcasted(::AbstractLazyArrayStyle{1}, ::typeof($op), x::Real, r::AbstractRange) = broadcast(DefaultArrayStyle{1}(), $op, x, r)
 end
 
-broadcasted(::LazyArrayStyle{N}, op, r::AbstractFill{T,N}) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, r)
-broadcasted(::LazyArrayStyle{N}, op, r::AbstractFill{T,N}, x::Number) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, r, x)
-broadcasted(::LazyArrayStyle{N}, op, x::Number, r::AbstractFill{T,N}) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, x, r)
-broadcasted(::LazyArrayStyle{N}, op, r::AbstractFill{T,N}, x::Ref) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, r, x)
-broadcasted(::LazyArrayStyle{N}, op, x::Ref, r::AbstractFill{T,N}) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, x, r)
-broadcasted(::LazyArrayStyle{N}, op, r1::AbstractFill{T,N}, r2::AbstractFill{V,N}) where {T,V,N} = broadcast(DefaultArrayStyle{N}(), op, r1, r2)
-broadcasted(::LazyArrayStyle{1}, ::typeof(*), a::AbstractFill, b::AbstractRange) = broadcast(DefaultArrayStyle{1}(), *, a, b)
-broadcasted(::LazyArrayStyle{1}, ::typeof(*), a::AbstractRange, b::AbstractFill) = broadcast(DefaultArrayStyle{1}(), *, a, b)
-broadcasted(::LazyArrayStyle{1}, ::typeof(*), a::Zeros{<:Any,1}, b::AbstractRange) = broadcast(DefaultArrayStyle{1}(), *, a, b)
-broadcasted(::LazyArrayStyle{1}, ::typeof(*), a::AbstractRange, b::Zeros{<:Any,1}) = broadcast(DefaultArrayStyle{1}(), *, a, b)
+broadcasted(::AbstractLazyArrayStyle{N}, op, r::AbstractFill{T,N}) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, r)
+broadcasted(::AbstractLazyArrayStyle{N}, op, r::AbstractFill{T,N}, x::Number) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, r, x)
+broadcasted(::AbstractLazyArrayStyle{N}, op, x::Number, r::AbstractFill{T,N}) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, x, r)
+broadcasted(::AbstractLazyArrayStyle{N}, op, r::AbstractFill{T,N}, x::Ref) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, r, x)
+broadcasted(::AbstractLazyArrayStyle{N}, op, x::Ref, r::AbstractFill{T,N}) where {T,N} = broadcast(DefaultArrayStyle{N}(), op, x, r)
+broadcasted(::AbstractLazyArrayStyle{N}, op, r1::AbstractFill{T,N}, r2::AbstractFill{V,N}) where {T,V,N} = broadcast(DefaultArrayStyle{N}(), op, r1, r2)
+broadcasted(::AbstractLazyArrayStyle{1}, ::typeof(*), a::AbstractFill, b::AbstractRange) = broadcast(DefaultArrayStyle{1}(), *, a, b)
+broadcasted(::AbstractLazyArrayStyle{1}, ::typeof(*), a::AbstractRange, b::AbstractFill) = broadcast(DefaultArrayStyle{1}(), *, a, b)
+broadcasted(::AbstractLazyArrayStyle{1}, ::typeof(*), a::Zeros{<:Any,1}, b::AbstractRange) = broadcast(DefaultArrayStyle{1}(), *, a, b)
+broadcasted(::AbstractLazyArrayStyle{1}, ::typeof(*), a::AbstractRange, b::Zeros{<:Any,1}) = broadcast(DefaultArrayStyle{1}(), *, a, b)
 
 
 ###
@@ -308,8 +310,8 @@ arguments(b::BroadcastLayout, A::Transpose) = map(_transpose, arguments(b, paren
 
 # broadcasting a transpose is the same as broadcasting it to the array and transposing
 # this allows us to collapse to one broadcast.
-broadcasted(::LazyArrayStyle, op, A::Transpose{<:Any,<:BroadcastArray}) = transpose(broadcast(op, parent(A)))
-broadcasted(::LazyArrayStyle, op, A::Adjoint{<:Real,<:BroadcastArray}) = adjoint(broadcast(op, parent(A)))
+broadcasted(::AbstractLazyArrayStyle, op, A::Transpose{<:Any,<:BroadcastArray}) = transpose(broadcast(op, parent(A)))
+broadcasted(::AbstractLazyArrayStyle, op, A::Adjoint{<:Real,<:BroadcastArray}) = adjoint(broadcast(op, parent(A)))
 
 # ensure we benefit from fast linear indexing
 getindex(A::Transpose{<:Any,<:BroadcastVector}, k::AbstractVector) = parent(A)[k]

src/lazyconcat.jl

@@ -450,9 +450,9 @@ _flatten_nums(args::Tuple{}, bc::Tuple{}) = ()
 _flatten_nums(args::Tuple, bc::Tuple) = (bc[1], _flatten_nums(tail(args), tail(bc))...)
 _flatten_nums(args::Tuple{Number, Vararg{Any}}, bc::Tuple{AbstractArray, Vararg{Any}}) = (Fill(bc[1],1), _flatten_nums(tail(args), tail(bc))...)
 
-broadcasted(::LazyArrayStyle, op, A::Vcat) = Vcat(_flatten_nums(A.args, broadcast(x -> broadcast(op, x), A.args))...)
-broadcasted(::LazyArrayStyle, op, A::Transpose{<:Any,<:Vcat}) = transpose(broadcast(op, parent(A)))
-broadcasted(::LazyArrayStyle, op, A::Adjoint{<:Real,<:Vcat}) = broadcast(op, parent(A))'
+broadcasted(::AbstractLazyArrayStyle, op, A::Vcat) = Vcat(_flatten_nums(A.args, broadcast(x -> broadcast(op, x), A.args))...)
+broadcasted(::AbstractLazyArrayStyle, op, A::Transpose{<:Any,<:Vcat}) = transpose(broadcast(op, parent(A)))
+broadcasted(::AbstractLazyArrayStyle, op, A::Adjoint{<:Real,<:Vcat}) = broadcast(op, parent(A))'
 
 
 for Cat in (:vcat, :hcat)

src/linalg/mul.jl

@@ -284,11 +284,11 @@ permutedims(A::ApplyArray{<:Any,2,typeof(*)}) = ApplyArray(*, reverse(map(permut
 ##
 
 for op in (:*, :\)
-    @eval broadcasted(::LazyArrayStyle{N}, ::typeof($op), a::Number, b::ApplyArray{<:Number,N,typeof(*)}) where N =
+    @eval broadcasted(::AbstractLazyArrayStyle{N}, ::typeof($op), a::Number, b::ApplyArray{<:Number,N,typeof(*)}) where N =
         ApplyArray(*, broadcast($op,a,first(b.args)), tail(b.args)...)
 end
 
-broadcasted(::LazyArrayStyle{N}, ::typeof(/), b::ApplyArray{<:Number,N,typeof(*)}, a::Number) where N =
+broadcasted(::AbstractLazyArrayStyle{N}, ::typeof(/), b::ApplyArray{<:Number,N,typeof(*)}, a::Number) where N =
         ApplyArray(*, Base.front(b.args)..., broadcast(/,last(b.args),a))
 
 for Typ in (:Lmul, :Rmul)