1 |
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2 | #Toolkit #1: serial sparse arrays
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3 | using SparseArrays
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4 |
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5 | #Matrix
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6 | mutable struct IssmMatrix #{{{
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7 | M::Int64
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8 | N::Int64
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9 | rows::Vector{Int64}
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10 | cols::Vector{Int64}
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11 | vals::Vector{Float64}
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12 | matrix::SparseMatrixCSC{Float64,Int64}
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13 | end #}}}
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14 | function IssmMatrix(M::Int64,N::Int64)#{{{
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15 | return IssmMatrix(M, N, Vector{Int64}(undef,0), Vector{Int64}(undef,0), Vector{Float64}(undef,0), spzeros(0,0))
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16 | end#}}}
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17 | function AddValues!(matrix::IssmMatrix,m::Int64,midx::Vector{Int64},n::Int64,nidx::Vector{Int64},values::Matrix{Float64})#{{{
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18 |
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19 | #This is inefficient now, but it will work
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20 | for i in 1:m
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21 | if(midx[i]==-1) continue end
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22 | for j in 1:n
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23 | if(nidx[j]==-1) continue end
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24 | push!(matrix.rows, midx[i])
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25 | push!(matrix.cols, nidx[j])
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26 | push!(matrix.vals, values[i,j])
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27 | end
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28 | end
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29 |
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30 | end#}}}
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31 | function GetSize(matrix::IssmMatrix)#{{{
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32 |
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33 | return size(matrix.matrix)
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34 |
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35 | end#}}}
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36 | function Assemble!(matrix::IssmMatrix)#{{{
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37 |
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38 | matrix.matrix = sparse(matrix.rows, matrix.cols, matrix.vals, matrix.M, matrix.N)
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39 |
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40 | end#}}}
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41 |
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42 | #Vector
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43 | mutable struct IssmVector #{{{
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44 | vector::Vector{Float64}
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45 | end #}}}
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46 | function IssmVector(M::Int64)#{{{
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47 | return IssmVector(zeros(M))
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48 | end#}}}
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49 | function GetSize(vector::IssmVector)#{{{
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50 |
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51 | return length(vector.vector)
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52 |
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53 | end#}}}
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54 | function AddValues!(vector::IssmVector,m::Int64,midx::Vector{Int64},values::Vector{Float64})#{{{
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55 |
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56 | #This is inefficient now, but it will work
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57 | for i in 1:m
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58 | if(midx[i]==-1) continue end
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59 | vector.vector[midx[i]] += values[i]
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60 | end
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61 |
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62 | end#}}}
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63 | function SetValues!(vector::IssmVector,m::Int64,midx::Vector{Int64},values::Vector{Float64})#{{{
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64 |
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65 | #This is inefficient now, but it will work
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66 | for i in 1:m
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67 | if(midx[i]==-1) continue end
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68 | vector.vector[midx[i]] = values[i]
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69 | end
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70 |
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71 | end#}}}
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72 | function IsEmpty(vector::IssmVector)#{{{
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73 |
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74 | return GetSize(vector)==0
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75 |
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76 | end#}}}
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77 | function Duplicate(vector::IssmVector)#{{{
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78 |
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79 | #Copy data structure
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80 | M=GetSize(vector)
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81 | return IssmVector(M)
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82 |
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83 | end#}}}
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84 | function VecCopy!(x::IssmVector,y::IssmVector)#{{{
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85 |
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86 | y.vector = x.vector
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87 |
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88 | end#}}}
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89 | function Assemble!(vector::IssmVector)#{{{
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90 |
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91 | #Nothing to do for this toolkit
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92 |
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93 | end#}}}
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94 | function ToSerial(vector::IssmVector)#{{{
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95 |
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96 | return vector.vector
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97 |
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98 | end#}}}
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99 | function Norm(x::IssmVector,type::Int64)#{{{
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100 |
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101 | norm = 0
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102 |
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103 | if type==2
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104 | for i in 1:length(x.vector)
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105 | norm += x.vector[i]^2
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106 | end
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107 | norm = sqrt(norm)
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108 | elseif type==3
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109 | #Infinite norm
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110 | for i in 1:length(x.vector)
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111 | if(abs(x.vector[i])>norm) norm = abs(x.vector[i]) end
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112 | end
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113 | else
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114 | error("type ",type," not supported yet")
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115 | end
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116 |
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117 | return norm
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118 |
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119 | end#}}}
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120 |
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121 | #Operations
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122 | function MatMult!(A::IssmMatrix,x::IssmVector,y::IssmVector) #{{{
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123 |
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124 | y.vector = A.matrix*x.vector
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125 |
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126 | end#}}}
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127 | function AXPY!(y::IssmVector,alpha::Float64,x::IssmVector) #{{{
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128 |
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129 | y.vector = alpha*x.vector + y.vector
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130 |
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131 | end#}}}
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132 | function Solverx(A::IssmMatrix, b::IssmVector, xold::IssmVector) #{{{
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133 |
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134 | #Initialize output
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135 | #x = IssmVector(GetSize(xold))
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136 |
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137 | return Solverx(A, b)
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138 |
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139 | end#}}}
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140 | function Solverx(A::IssmMatrix, b::IssmVector) #{{{
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141 |
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142 | #Initialize output
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143 | x = IssmVector(0)
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144 |
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145 | #Solve linear system
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146 | x.vector = A.matrix\b.vector
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147 |
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148 | return x
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149 |
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150 | end#}}}
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