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fix tree construction for large number of nodes #65

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Jun 13, 2019
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25 changes: 25 additions & 0 deletions src/indexnotation/binarytree.jl
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
struct BinaryTreeNode
left
right
end

Base.show(io::IO, blk::BinaryTreeNode) = show(io, "plain/text", blk)
function Base.show(io::IO, ::MIME"plain/text", blk::BinaryTreeNode)
print(io, "Contraction Tree: ")
print_tree(io, blk)
end

function print_tree(io::IO, blk::BinaryTreeNode, print_level=0)
print(io, "(")
print_tree(io, blk.left, print_level+1)
print(io, " ↔ ")
print_tree(io, blk.right, print_level+1)
print(io, ")")
end

function print_tree(io::IO, blk, print_level=0)
print(io, blk)
end

Base.getindex(t::BinaryTreeNode, i::Int) = i==1 ? t.left : (i==2 ? t.right : throw(BoundsError(t, i)))
Base.iterate(t::BinaryTreeNode, args...) = iterate((t.left, t.right), args...)
8 changes: 5 additions & 3 deletions src/indexnotation/optimaltree.jl
Original file line number Diff line number Diff line change
@@ -1,3 +1,5 @@
include("binarytree.jl")

function optimaltree(network, optdata::Dict; verbose::Bool = false)
numtensors = length(network)
allindices = unique(vcat(network...))
Expand Down Expand Up @@ -165,7 +167,7 @@ function _optimaltree(::Type{T}, network, allindices, allcosts::Vector{S}, initi
if cost <= get(costdict[n], s, currentcost)
costdict[n][s] = cost
indexdict[n][s] = _setdiff(_union(ind1,ind2), cind)
treedict[n][s] = (treedict[k][s1], treedict[n-k][s2])
treedict[n][s] = BinaryTreeNode(treedict[k][s1], treedict[n-k][s2])
elseif currentcost < cost < nextcost
nextcost = cost
end
Expand All @@ -192,7 +194,7 @@ function _optimaltree(::Type{T}, network, allindices, allcosts::Vector{S}, initi
if cost <= get(costdict[n], s, currentcost)
costdict[n][s] = cost
indexdict[n][s] = _setdiff(_union(ind1,ind2), cind)
treedict[n][s] = (treedict[k][s1], treedict[k][s2])
treedict[n][s] = BinaryTreeNode(treedict[k][s1], treedict[k][s2])
elseif currentcost < cost < nextcost
nextcost = cost
end
Expand Down Expand Up @@ -226,7 +228,7 @@ function _optimaltree(::Type{T}, network, allindices, allcosts::Vector{S}, initi
cost = costlist[p[1]]
ind = indexlist[p[1]]
for c = 2:numcomponent
tree = (tree, treelist[p[c]])
tree = BinaryTreeNode(tree, treelist[p[c]])
cost = addcost(cost, costlist[p[c]], computecost(allcosts, ind, indexlist[p[c]]))
ind = _union(ind, indexlist[p[c]])
end
Expand Down
10 changes: 10 additions & 0 deletions test/tensoropt.jl
Original file line number Diff line number Diff line change
@@ -1,3 +1,6 @@
using TensorOperations, Test
using TensorOperations: BinaryTreeNode

@testset "Optimal contraction order" begin
_,cost = @optimalcontractiontree A[-1,1,2,3]*B[2,4,5,6]*C[1,5,7,-3]*D[3,8,4,9]*
E[6,9,7,10]*F[-2,8,11,12]*G[10,11,12,-4]
Expand All @@ -22,3 +25,10 @@
aa[89,90,45,46,51,52,57,58,59,-1,64,65,66,67,68,69,70,71]
@test cost == TensorOperations.Poly{:χ,Int}([0,0,0,0,0,0,0,4,4,0,0,0,1,1,1,0,1,0,0,0,3,0,3,2,0,2,4])
end

@testset "BinaryTree" begin
t = BinaryTreeNode(BinaryTreeNode(3, 2), 4)
l, r = t
@test l == BinaryTreeNode(3, 2) == t[1]
@test r == 4 == t[2]
end