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| 1 | +# Originally contributed by D. Getz (https://github.com/getzdan), M. Schauer |
| 2 | +# at https://github.com/mschauer/Bridge.jl under MIT License |
| 3 | + |
| 4 | +import Base: getindex,setindex!,==,-,+,*,/,\,transpose,ctranspose,convert, size, abs, real, imag, conj, eye, inv |
| 5 | +import Base.LinAlg: ishermitian, issymmetric, isposdef, factorize, diag, trace, det, logdet, expm, logm, sqrtm |
| 6 | + |
| 7 | +@generated function scalem{T, M, N}(a::SMatrix{M,N, T}, b::SVector{N, T}) |
| 8 | + expr = vec([:(a[$j,$i]*b[$i]) for j=1:M, i=1:N]) |
| 9 | + :(SMatrix{M,N,T}($(expr...))) |
| 10 | +end |
| 11 | +@generated function scalem{T, M, N}(a::SVector{M,T}, b::SMatrix{M, N, T}) |
| 12 | + expr = vec([:(b[$j,$i]*a[$j]) for j=1:M, i=1:N]) |
| 13 | + :(SMatrix{M,N,T}($(expr...))) |
| 14 | +end |
| 15 | + |
| 16 | +if ! @_isdefined(SDiagonal) |
| 17 | +struct SDiagonal{N,T} |
| 18 | + diag::SVector{N,T} |
| 19 | +end |
| 20 | +end |
| 21 | + |
| 22 | +function \{T,M}(D::SDiagonal, b::SVector{M,T} ) |
| 23 | + D.diag .* b |
| 24 | +end |
| 25 | + |
| 26 | +SDiagonal(A::SMatrix) = SDiagonal(diag(A)) |
| 27 | + |
| 28 | + |
| 29 | +convert{N,T}(::Type{SDiagonal{N,T}}, D::SDiagonal{N,T}) = D |
| 30 | +convert{N,T}(::Type{SDiagonal{N,T}}, D::SDiagonal) = SDiagonal{N,T}(convert(SVector{N,T}, D.diag)) |
| 31 | + |
| 32 | +size(D::SDiagonal) = (length(D.diag),length(D.diag)) |
| 33 | + |
| 34 | +function size(D::SDiagonal,d::Integer) |
| 35 | + if d<1 |
| 36 | + throw(ArgumentError("dimension must be ≥ 1, got $d")) |
| 37 | + end |
| 38 | + return d<=2 ? length(D.diag) : 1 |
| 39 | +end |
| 40 | + |
| 41 | +function getindex{T}(D::SDiagonal{T}, i::Int, j::Int) |
| 42 | + if i == j |
| 43 | + D.diag[i] |
| 44 | + else |
| 45 | + zero(T) |
| 46 | + end |
| 47 | +end |
| 48 | +function setindex!(D::SDiagonal, v, i::Int, j::Int) |
| 49 | + if i == j |
| 50 | + unsafe_setindex!(D.diag, v, i) |
| 51 | + elseif v != 0 |
| 52 | + throw(ArgumentError("cannot set an off-diagonal index ($i, $j) to a nonzero value ($v)")) |
| 53 | + end |
| 54 | + D |
| 55 | +end |
| 56 | + |
| 57 | +ishermitian{T<:Real}(D::SDiagonal{T}) = true |
| 58 | +ishermitian(D::SDiagonal) = all(D.diag .== real(D.diag)) |
| 59 | +issym(D::SDiagonal) = true |
| 60 | +isposdef(D::SDiagonal) = all(D.diag .> 0) |
| 61 | + |
| 62 | +factorize(D::SDiagonal) = D |
| 63 | + |
| 64 | +abs(D::SDiagonal) = SDiagonal(abs(D.diag)) |
| 65 | +real(D::SDiagonal) = SDiagonal(real(D.diag)) |
| 66 | +imag(D::SDiagonal) = SDiagonal(imag(D.diag)) |
| 67 | + |
| 68 | +==(Da::SDiagonal, Db::SDiagonal) = Da.diag == Db.diag |
| 69 | +-(A::SDiagonal) = SDiagonal(-A.diag) |
| 70 | ++(Da::SDiagonal, Db::SDiagonal) = SDiagonal(Da.diag + Db.diag) |
| 71 | +-(Da::SDiagonal, Db::SDiagonal) = SDiagonal(Da.diag - Db.diag) |
| 72 | +-(A::SDiagonal, B::SMatrix) = eye(typeof(B))*A - B |
| 73 | + |
| 74 | + |
| 75 | +*{T<:Number}(x::T, D::SDiagonal) = SDiagonal(x * D.diag) |
| 76 | +*{T<:Number}(D::SDiagonal, x::T) = SDiagonal(D.diag * x) |
| 77 | +/{T<:Number}(D::SDiagonal, x::T) = SDiagonal(D.diag / x) |
| 78 | +*(Da::SDiagonal, Db::SDiagonal) = SDiagonal(Da.diag .* Db.diag) |
| 79 | +*(D::SDiagonal, V::SVector) = D.diag .* V |
| 80 | +*(V::SVector, D::SDiagonal) = D.diag .* V |
| 81 | +*(A::SMatrix, D::SDiagonal) = scalem(A,D.diag) |
| 82 | +*(D::SDiagonal, A::SMatrix) = scalem(D.diag,A) |
| 83 | + |
| 84 | +/(Da::SDiagonal, Db::SDiagonal) = SDiagonal(Da.diag ./ Db.diag ) |
| 85 | + |
| 86 | +conj(D::SDiagonal) = SDiagonal(conj(D.diag)) |
| 87 | +transpose(D::SDiagonal) = D |
| 88 | +ctranspose(D::SDiagonal) = conj(D) |
| 89 | + |
| 90 | +diag(D::SDiagonal) = D.diag |
| 91 | +trace(D::SDiagonal) = sum(D.diag) |
| 92 | +det(D::SDiagonal) = prod(D.diag) |
| 93 | +logdet{N,T<:Real}(D::SDiagonal{N,T}) = sum(log.(D.diag)) |
| 94 | +function logdet{N,T<:Complex}(D::SDiagonal{N,T}) #Make sure branch cut is correct |
| 95 | + x = sum(log.(D.diag)) |
| 96 | + -pi<imag(x)<pi ? x : real(x)+(mod2pi(imag(x)+pi)-pi)*im |
| 97 | +end |
| 98 | + |
| 99 | + |
| 100 | +eye{N,T}(::Type{SDiagonal{N,T}}) = SDiagonal(one(SVector{n,Int})) |
| 101 | + |
| 102 | +expm(D::SDiagonal) = SDiagonal(exp.(D.diag)) |
| 103 | +logm(D::SDiagonal) = SDiagonal(log.(D.diag)) |
| 104 | +sqrtm(D::SDiagonal) = SDiagonal(sqrt.(D.diag)) |
| 105 | + |
| 106 | +\(D::SDiagonal, B::SMatrix) = scalem(1 ./ D.diag, B) |
| 107 | +/(B::SMatrix, D::SDiagonal) = scalem(1 ./ D.diag, B) |
| 108 | +\(Da::SDiagonal, Db::SDiagonal) = SDiagonal(Db.diag ./ Da.diag) |
| 109 | + |
| 110 | +function inv{N,T}(D::SDiagonal{N,T}) |
| 111 | + for i = 1:length(D.diag) |
| 112 | + if D.diag[i] == zero(T) |
| 113 | + throw(SingularException(i)) |
| 114 | + end |
| 115 | + end |
| 116 | + SDiagonal(one(T)./D.diag) |
| 117 | +end |
| 118 | + |
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