diff --git a/.github/workflows/Benchmark.yml b/.github/workflows/Benchmark.yml new file mode 100644 index 0000000..f0af7d4 --- /dev/null +++ b/.github/workflows/Benchmark.yml @@ -0,0 +1,27 @@ +name: Run benchmarks + +on: + pull_request: + +jobs: + Benchmark: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v2 + - uses: julia-actions/setup-julia@latest + with: + version: 1 + - uses: julia-actions/julia-buildpkg@latest + - name: Install dependencies + run: julia -e 'using Pkg; pkg"add PkgBenchmark BenchmarkCI@0.1"' + - name: Run benchmarks + run: julia -e 'using BenchmarkCI; BenchmarkCI.judge(; baseline = "origin/main")' + - name: Post results + run: julia -e 'using BenchmarkCI; BenchmarkCI.postjudge()' + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + - name: Push results + run: julia -e "using BenchmarkCI; BenchmarkCI.pushresult()" + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + SSH_KEY: ${{ secrets.DOCUMENTER_KEY }} \ No newline at end of file diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml index cf30d24..c12d708 100644 --- a/.github/workflows/CI.yml +++ b/.github/workflows/CI.yml @@ -18,7 +18,7 @@ jobs: fail-fast: false matrix: version: - - '1.5' + - '1.8' - '1' - 'nightly' os: diff --git a/.gitignore b/.gitignore index 20fe29d..4d97162 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,8 @@ *.jl.*.cov *.jl.cov *.jl.mem -/Manifest.toml +**/Manifest.toml /docs/build/ +/.benchmarkci +/benchmark/*.json +# /benchmark/benchmarkdata/dist_mtx* diff --git a/Project.toml b/Project.toml index d50d87a..60a31ff 100644 --- a/Project.toml +++ b/Project.toml @@ -1,18 +1,13 @@ name = "NeighborJoining" uuid = "3f465f53-8c2e-426b-b4f1-431dfde0fdf8" authors = ["Benjamin Doran and collaborators"] -version = "0.1.2" +version = "0.2.0" [deps] +ArgCheck = "dce04be8-c92d-5529-be00-80e4d2c0e197" Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7" [compat] -julia = "^1.5" - -[extras] -LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" -NewickTree = "b0a14db8-6308-4ebc-8917-f72cd81f5094" -Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" - -[targets] -test = ["Test", "NewickTree", "LinearAlgebra"] +ArgCheck = "2.3" +Printf = "^1.8" +julia = "^1.8" diff --git a/benchmark/Project.toml b/benchmark/Project.toml new file mode 100644 index 0000000..97c303c --- /dev/null +++ b/benchmark/Project.toml @@ -0,0 +1,5 @@ +[deps] +BenchmarkCI = "20533458-34a3-403d-a444-e18f38190b5b" +BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf" +NeighborJoining = "3f465f53-8c2e-426b-b4f1-431dfde0fdf8" +PkgBenchmark = "32113eaa-f34f-5b0d-bd6c-c81e245fc73d" diff --git a/benchmark/benchmarkdata/dist_mtx_1024.txt b/benchmark/benchmarkdata/dist_mtx_1024.txt new file mode 100644 index 0000000..a4ebd15 --- /dev/null +++ b/benchmark/benchmarkdata/dist_mtx_1024.txt @@ -0,0 +1,1025 @@ +1024 +Tip0 0.000000000000 1.614832976532 1.167589916341 1.649340757019 1.871923672515 1.515884095235 1.991615188238 2.675712097735 2.234693001273 1.785934764621 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0.430523642866 0.000000000000 0.365999738238 0.838060735358 +Tip6 1.186651944571 0.927862099562 1.070588035523 0.762064858616 0.771108513546 0.365999738238 0.000000000000 1.178645606038 +Tip7 0.059533211982 0.347375232261 0.154903198075 0.665793943632 0.456702258173 0.838060735358 1.178645606038 0.000000000000 diff --git a/benchmark/benchmarkdata/generatedata.sh b/benchmark/benchmarkdata/generatedata.sh new file mode 100755 index 0000000..ec99324 --- /dev/null +++ b/benchmark/benchmarkdata/generatedata.sh @@ -0,0 +1,15 @@ +#!/usr/bin/env bash + +# generate trees +for i in {2..10} +do + # simple generate tree and distance matrix representation + gotree generate yuletree --seed 42 -l $((2**i)) | gotree matrix -o dist_mtx_$((2**i)).txt; + + # # if instead I want to generate alignments as intermediaries + # gotree generate yuletree --seed 42 -l $((2**i)) | -o tree_$((2**i)); + # seq-gen -mGTR -z 42 -l $((i*10)) < tmp_tree.nw > tmp_align.phy; + # goalign compute distance -p -t10 go-m f81 -i tmp_align.phy -o dist_mtx_$((2**i)).phy +done +# clean up tmp files +rm -f tmp_* \ No newline at end of file diff --git a/benchmark/benchmarks.jl b/benchmark/benchmarks.jl new file mode 100644 index 0000000..4c47953 --- /dev/null +++ b/benchmark/benchmarks.jl @@ -0,0 +1,30 @@ +using NeighborJoining, BenchmarkTools, Random + +load_phylip_matrix(file) = open(load_phylip_matrix, file, "r") +function load_phylip_matrix(io::IO) + header = readline(io) + n = parse(Int, header) + @debug n + taxanames = String[] + reldists = [] + for line in readlines(io) + taxaname, reldistline... = split(line, r"\s") + @debug taxaname, reldistline + push!(taxanames, taxaname) + push!(reldists, parse.(Float64, reldistline)) + end + matrix = stack(reldists) + @assert n == length(taxanames) "Incorrect number of samples, should be $n found $(length(taxanames)) lines)" + @assert n == size(matrix, 2) "Incorrect number of columns, should be $n found $(size(matrix, 2)) lines)" + (;n, taxanames, matrix) +end + +const SUITE = BenchmarkGroup() +SUITE["RegularNeighborJoining"] = BenchmarkGroup(["RNJ", "RegularNeighborJoining", "ExactAlgorithm"]) +SUITE["FastNeighborJoining"] = BenchmarkGroup(["FNJ", "FastNeighborJoining", "InexactAlgorithm"]) + +for i in 2 .^ (2:10) + n, labels, Dij = load_phylip_matrix("benchmark/benchmarkdata/dist_mtx_$i.txt") + SUITE["RegularNeighborJoining"]["regNJ_size$i"] = @benchmarkable regNJ($Dij) + SUITE["FastNeighborJoining"]["fastNJ_size$i"] = @benchmarkable fastNJ($Dij) +end diff --git a/docs/make.jl b/docs/make.jl index 33e356c..10f4a27 100644 --- a/docs/make.jl +++ b/docs/make.jl @@ -13,9 +13,11 @@ makedocs(; canonical="https://BenjaminDoran.github.io/NeighborJoining.jl", edit_link="main", assets=String[], + repolink="https://github.com/BenjaminDoran/NeighborJoining.jl" ), pages=[ "Home" => "index.md", + "API" => "api.md", ], ) diff --git a/docs/src/api.md b/docs/src/api.md new file mode 100644 index 0000000..5122224 --- /dev/null +++ b/docs/src/api.md @@ -0,0 +1,20 @@ +```@meta +CurrentModule = NeighborJoining +``` + +# NeighborJoining Functions + +```@index +Modules = [NeighborJoining, NeighborJoining.RegularNeighborJoining, NeighborJoining.FastNeighborJoining] +``` + +```@autodocs +Modules = [NeighborJoining, NeighborJoining.RegularNeighborJoining, NeighborJoining.FastNeighborJoining] +``` + + \ No newline at end of file diff --git a/docs/src/index.md b/docs/src/index.md index 629a0a3..1c45d3b 100644 --- a/docs/src/index.md +++ b/docs/src/index.md @@ -11,45 +11,60 @@ This package contains algorithms for [neighbor joining](https://en.wikipedia.org ### What is currently implemented? * regular Neighborjoining `regNJ()`: Saitou, N. & Nei, M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Molecular Biology and Evolution 4, 406-425 (1987). * fast NeighborJoining `fastNJ()`: Li, J. F. A fast neighbor joining method. Genet Mol Res 14, 8733–8743 (2015). - * uses heuristics, will not always find the additive tree + * This is an estimation algorithm and uses heuristics. Thus, it will not always find the exact additive tree, but it should be close ## Installation ``` -add git@github.com:BenjaminDoran/NeighborJoining.jl.git +add NeighborJoining ``` ## Examples +```jldoctest +julia> using NeighborJoining + +julia> Dnt_leafnames = [ + "Azoto","Ecoli_K12","Mtuberculosis_H37Rv","Xylella_fastidiosa","Xac306","Pseudo","Mbovis_AF2122_97","Xfus4834", + ]; + +julia> Dnt = [ + 0.0 0.995214 0.985736 0.998027 0.972612 0.970401 0.985776 0.973262 + 0.995214 0.0 0.998149 0.998489 0.995557 0.994368 0.998137 0.995447 + 0.985736 0.998149 0.0 0.998713 0.988001 0.994798 0.0208279 0.987918 + 0.998027 0.998489 0.998713 0.0 0.993199 0.998325 0.998698 0.993084 + 0.972612 0.995557 0.988001 0.993199 0.0 0.986404 0.988083 0.281812 + 0.970401 0.994368 0.994798 0.998325 0.986404 0.0 0.994762 0.987006 + 0.985776 0.998137 0.0208279 0.998698 0.988083 0.994762 0.0 0.987954 + 0.973262 0.995447 0.987918 0.993084 0.281812 0.987006 0.987954 0.0 + ]; + +julia> njc = regNJ(Dnt) # or fastNJ(Dnt) if regNJ is too slow +NJClust{Int64, Float64}([-7 -3; -8 -5; … ; -2 5; -4 6], [0.010421866666666738 0.010406033333333262; 0.1409980999999999 0.1408139000000001; … ; 0.4989758125 0.003104687499999925; 0.24975659374999998 0.24975659374999998]) + +julia> merges(njc) +7×2 Matrix{Int64}: + -7 -3 + -8 -5 + -6 -1 + 2 3 + 1 4 + -2 5 + -4 6 + +julia> heights(njc) +7×2 Matrix{Float64}: + 0.0104219 0.010406 + 0.140998 0.140814 + 0.487981 0.48242 + 0.347904 0.00581042 + 0.485661 0.00314294 + 0.498976 0.00310469 + 0.249757 0.249757 + +julia> newickstring(njc, Dnt_leafnames) +"(Xylella_fastidiosa:2.497566e-01,(Ecoli_K12:4.989758e-01,((Mbovis_AF2122_97:1.042187e-02,Mtuberculosis_H37Rv:1.040603e-02):4.856611e-01,((Xfus4834:1.409981e-01,Xac306:1.408139e-01):3.479041e-01,(Pseudo:4.879810e-01,Azoto:4.824200e-01):5.810417e-03):3.142937e-03):3.104687e-03):2.497566e-01):0.000000e+00;" ``` -# make distance matrix -d = rand(10, 10)^2 -for i in 1:size(d,1) d[i,i]=0 end; -# regular neighbor joining -njclusts = regNJ(d) - -# or fast neighbor joining -njclusts = fastNJ(d) - -# convert to newicktree string for export to other packages -nwstring = newickstring(njclusts) - -# adding labels to the leaves -labels = ["leaf $i" for i in 1:10] -nwstring = newickstring(njclusts, labels) - -# adding labels to the internal nodes -nwstring = newickstring(njclusts, labels; labelinternalnodes=true) -``` - - - -```@index -``` - -```@autodocs -Modules = [NeighborJoining] -``` diff --git a/src/fastNJ.jl b/src/FastNeighborJoining.jl similarity index 90% rename from src/fastNJ.jl rename to src/FastNeighborJoining.jl index 8f8240c..1a8bc7f 100644 --- a/src/fastNJ.jl +++ b/src/FastNeighborJoining.jl @@ -1,6 +1,9 @@ +module FastNeighborJoining + ### # Fast Neighbor Joining ### +using ..NeighborJoining: NJClust """ fastNJ(d::AbstractMatrix{<:Number}) @@ -18,6 +21,22 @@ args: returns: * NJClust struct with fields merges and heights + +```@jldoctest +julia> d = [ + 0 5 9 9 8 + 5 0 10 10 9 + 9 10 0 8 7 + 9 10 8 0 3 + 8 9 7 3 0 + ]; + +julia> njclusts = fastNJ(d) +NJClust{Int64, Float64}([-2 -1; -5 -4; 1 -3; 3 2], [3.0 2.0; 1.0 2.0; 3.0 4.0; 1.0 1.0]) + +julia> nwstring = newickstring(njclusts) +"(5:5.000000e-01,(4:2.000000e+00,(3:4.000000e+00,(2:3.000000e+00,1:2.000000e+00):3.000000e+00):2.000000e+00):5.000000e-01):0.000000e+00;" +``` """ function fastNJ(d::AbstractMatrix{<:Number}) n = size(d, 1) @@ -100,22 +119,6 @@ function _get_independent_merges(q) return Iterators.filter((x)->isnew(x[1]) & isnew(x[2]), q) end -# function _get_independent_merges(q) -# s = Set{Int64}() -# isnew(x) = length(s) != length(push!(s, x)) -# return Iterators.takewhile((x)->isnew(x[1]) & isnew(x[2]), q) -# end - -# function _get_independent_merges(q) -# s = Set{Int64}() -# isnew(x) = length(s) != length(push!(s, x)) -# return ( -# (i, j) for (i,j,_) in q if -# isnew(i) && isnew(j) -# ) -# end - - # """ return -x if less then or equal to n otherwise return x-n """ _mergeidx(i, n) = i ≤ n ? -i : i-n @@ -146,3 +149,5 @@ end function _distance_to_new_node(d::AbstractMatrix{<:Number}, a::Integer, b::Integer, c::Integer) return (d[a,c] + d[b,c] - d[a, b]) / 2 end + +end \ No newline at end of file diff --git a/src/NeighborJoining.jl b/src/NeighborJoining.jl index 27fa5f8..c392cbe 100644 --- a/src/NeighborJoining.jl +++ b/src/NeighborJoining.jl @@ -14,17 +14,36 @@ struct NJClust{M, H} heights::Matrix{H} end +""" + merges(t::NJClust) +extracts the merge list from NJClust object. rowindex is the internal node id, +and each column represents the children nodes. +Leaf nodes are represented by negative integers corresponding to the index in the original distance matrix +""" merges(t::NJClust) = t.merges + +""" + heights(t::NJClust) +extracts the heights list from NJClust object. rowindex is the internal node id, +and each column represents the distance from the internal node to it's left and right child respectively. +""" heights(t::NJClust) = t.heights +export merges, heights, NJClust -Base.hash(a::NJClust, h::UInt) = hash(a.merges, hash(a.heights, hash(:NJClust, h))) -Base.isequal(a::NJClust, b::NJClust) = isequal(hash(a), hash(b)) -Base.:(==)(a::NJClust, b::NJClust) = a.merges == b.merges && a.heights == b.heights +include("RegularNeighborJoining.jl") +using .RegularNeighborJoining: regNJ +export regNJ -export fastNJ, regNJ, newickstring, merges, heights, NJClust +include("FastNeighborJoining.jl") +using .FastNeighborJoining: fastNJ +export fastNJ -include("regNJ.jl") -include("fastNJ.jl") include("newickstring.jl") +export newickstring + + +Base.hash(a::NJClust, h::UInt) = hash(a.merges, hash(a.heights, hash(:NJClust, h))) +Base.isequal(a::NJClust, b::NJClust) = isequal(hash(a), hash(b)) +Base.:(==)(a::NJClust, b::NJClust) = a.merges == b.merges && a.heights == b.heights end diff --git a/src/RegularNeighborJoining.jl b/src/RegularNeighborJoining.jl new file mode 100644 index 0000000..401c017 --- /dev/null +++ b/src/RegularNeighborJoining.jl @@ -0,0 +1,133 @@ +### +# Naive neighbor joining +### + +module RegularNeighborJoining + +using ArgCheck +using ..NeighborJoining: NJClust + +""" + regNJ(d::AbstractMatrix{<:Number}) + +regNJ algorithm is the traditional NeighborJoining algorithm from + +> Saitou, N. & Nei, M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Molecular Biology and Evolution 4, 406-425 (1987). + +This algorithm is guarenteed to infer the tree for additive distance matrices, but it does have an algorithmic complexity of `O(n^3)`, so it can be slow for distance matrices on the order of >10³. + +args: +* d is an n by n square symetric distance matrix + +returns: +* NJClust struct with fields merges and heights + +examples: + +```@jldoctest +julia> d = [ + 0 5 9 9 8 + 5 0 10 10 9 + 9 10 0 8 7 + 9 10 8 0 3 + 8 9 7 3 0 + ]; + +julia> njclusts = regNJ(d) +NJClust{Int64, Float64}([-2 -1; -3 1; -4 2; -5 3], [3.0 2.0; 4.0 3.0; 2.0 2.0; 0.5 0.5]) + +julia> nwstring = newickstring(njclusts) +"(5:5.000000e-01,(4:2.000000e+00,(3:4.000000e+00,(2:3.000000e+00,1:2.000000e+00):3.000000e+00):2.000000e+00):5.000000e-01):0.000000e+00;" +``` +""" +function regNJ(d::AbstractMatrix{<:Number}) + @argcheck allequal(size(d)) + + n = size(d, 1) + working_d = zeros(eltype(d), size(d)) + working_d .= d + currentindices = trues(n) + merges = zeros(Int, n-1, 2) + heights = zeros(Float64, n-1, 2) + regNJ!(merges, heights, working_d, currentindices) + return NJClust(merges, heights) +end + + +function regNJ!(merges::AbstractMatrix, heights::AbstractMatrix, d::AbstractMatrix{<:Number}, currentindices::AbstractVector{<:Bool}) + n=sum(currentindices) + nodelabels = collect(1:n) + + for mergestep in 1:n-1 + @debug "nodelabels = $(_mergeidx.(nodelabels, n))" + @debug "d" d + + # find min dist to merge using Q metric + min_i, min_j, min_Q = _Q(d) + @debug min_i, min_j, min_Q + + # save merge to merge list + merges[mergestep, 1] = _mergeidx(nodelabels[min_i], n) + merges[mergestep, 2] = _mergeidx(nodelabels[min_j], n) + heights[mergestep, 1], heights[mergestep, 2] = _distance_to_parent(d, min_i, min_j) + # update distance matrix with distances to new node + k = min_j # put new node in place of node i + for c in axes(d, 2) + c in (min_i, min_j) && continue + d[c, k] = d[k, c] = _distance_to_new_node(d, min_i, min_j, c) + end + # delete remaining node j + nodelabels[k] = n+mergestep + currentindices[min_i] = false # prep for deletion + d = @view d[currentindices, currentindices] + nodelabels = @view nodelabels[currentindices] + deleteat!(currentindices, min_i) + end +end + +# """ return -x if less then or equal to n otherwise return x-n """ +_mergeidx(i, n) = i ≤ n ? -i : i-n + +function _Q(d::AbstractMatrix{<:Number}) + n = size(d,1)::Int64 + min_Q = Inf + min_i, min_j = 0, 0 + marginsums = vec(sum(d, dims=1)) + for j in axes(d, 2), i in (j+1):lastindex(d, 1) + @inbounds cur_Q = (n-2) * d[i,j] - marginsums[i] - marginsums[j] + if cur_Q < min_Q + min_i, min_j, min_Q = i, j, cur_Q + end + end + return min_i, min_j, min_Q +end + +# """ take distance matrix and current indices and calculates position of parent linking nodes i and j """ +function _distance_to_parent(d::AbstractMatrix{<:Number}, i::Integer, j::Integer) + n = size(d, 2) + sum_i = sum(@view d[:,i]) + sum_j = sum(@view d[:,j]) + β = n > 2 ? (1/(2*(n-2)))*(sum_i - sum_j) : 0.0 + δa = ((0.5) * d[i, j]) + β + δb = d[i, j] - δa + # if branch length is negative + # exchange length to other branch + # does not affect topology + # (Kuhner and Felsenstein, 1994) + if δb < 0 + δa -= δb + δb = 0. + elseif δa < 0 + δb -= δa + δa = 0. + end + + return δa, δb +end + +# """ distance from existing nodes to new nodes """ +function _distance_to_new_node(d::AbstractMatrix{<:Number}, a::Integer, b::Integer, c::Integer) + return (d[a,c] + d[b,c] - d[a, b]) / 2 +end + +end \ No newline at end of file diff --git a/src/newickstring.jl b/src/newickstring.jl index b43257c..f3ea5d1 100644 --- a/src/newickstring.jl +++ b/src/newickstring.jl @@ -8,7 +8,7 @@ Converts a list of merges into a newicktree formatted string. -args: +# args: * njc: is a struct that has merges and heights * merges and heights from a NJClust struct: * merges is a n-1 x 2 matrix of integers: absolute values of negative integers indicate index into the distance matrix (i.e., leaves). positive integers are the index into the merge list (i.e., the kth internal node) @@ -16,15 +16,25 @@ args: * tiplabels: vector of string labels corresponding to the order of leaves in the distance matrix * labelinternalnodes: whether to generate node labels for the internal nodes. defaults to `false`. -returns: +# returns: * newicktree formatted string -example: -``` -d = rand(10, 10)^2 -for i in 1:size(d,1) d[i,i]=0 end; -njclusts = regNJ(d) -nwstring = newicktstring(njclusts) +# example: + +```jldoctest +julia> d = [ + 0 5 9 9 8 + 5 0 10 10 9 + 9 10 0 8 7 + 9 10 8 0 3 + 8 9 7 3 0 + ]; + +julia> njclusts = regNJ(d) +NJClust{Int64, Float64}([-2 -1; -3 1; -4 2; -5 3], [3.0 2.0; 4.0 3.0; 2.0 2.0; 0.5 0.5]) + +julia> nwstring = newickstring(njclusts) +"(5:5.000000e-01,(4:2.000000e+00,(3:4.000000e+00,(2:3.000000e+00,1:2.000000e+00):3.000000e+00):2.000000e+00):5.000000e-01):0.000000e+00;" ``` """ function newickstring(njc::NJClust, tiplabels=1:(size(heights(njc), 1)+1); labelinternalnodes=false) diff --git a/src/regNJ.jl b/src/regNJ.jl deleted file mode 100644 index ff1d302..0000000 --- a/src/regNJ.jl +++ /dev/null @@ -1,69 +0,0 @@ -### -# Naive neighbor joining -### -""" - regNJ(d::AbstractMatrix{<:Number}) - -regNJ algorithm is the traditional NeighborJoining algorithm from - -> Saitou, N. & Nei, M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Molecular Biology and Evolution 4, 406-425 (1987). - -This algorithm is guarenteed to infer the tree for additive distance matrices, but it does have an algorithmic complexity of `O(n^3)`, so it can be slow for distance matrices on the order of >10³. - -args: -* d is an n by n square symetric distance matrix - -returns: -* NJClust struct with fields merges and heights -""" -function regNJ(d::AbstractMatrix{<:Number}) - n = size(d, 1) - n == size(d,2) || ArgumentError("d must be a square matrix") - merges = zeros(Int, n-1, 2) - heights = zeros(Float64, n-1, 2) - sd = zeros(Float64, 2n-1, 2n-1) - sd[1:n, 1:n] .= d - currentindices = zeros(Bool, n+n-1) - currentindices[1:n] .= true - regNJ!(merges, heights, sd, currentindices) - return NJClust(merges, heights) -end - - -function regNJ!(merges::AbstractMatrix, heights::AbstractMatrix, d::AbstractMatrix{<:Number}, currentindices::AbstractVector{<:Bool}) - n=sum(currentindices) - orig_idx = collect(1:(2n-1)) - - for mergestep in 1:n-1 - tmpd = @view d[currentindices, currentindices] - tmp_orig_idx = @view orig_idx[currentindices] - idxs = _Q(tmpd, tmp_orig_idx) - merges[mergestep, 1] = _mergeidx(idxs[1], n) - merges[mergestep, 2] = _mergeidx(idxs[2], n) - heights[mergestep, 1], heights[mergestep, 2] = _distance_to_parent(d, currentindices, idxs[1], idxs[2]) - - currentindices[idxs[1]] = false - currentindices[idxs[2]] = false - for c in findall(currentindices) - d[c, n+mergestep] = _distance_to_new_node(d, idxs[1], idxs[2], c) - d[n+mergestep, c] = d[c, n+mergestep] - end - currentindices[n+mergestep] = true - end -end - - -function _Q(d::AbstractMatrix{<:Number}, orig_idx::AbstractVector) - n = size(d, 1) - min_Q = Inf - min_i, min_j = 0, 0 - marginsums = vec(mapslices(sum, d, dims=1)) - for j in axes(d, 2), i in (j+1):n - cur_Q = (n-2) * d[i,j] - marginsums[i] - marginsums[j] - if cur_Q < min_Q - min_Q = cur_Q - min_i, min_j = orig_idx[i], orig_idx[j] - end - end - return min_i, min_j, min_Q -end diff --git a/test/Project.toml b/test/Project.toml new file mode 100644 index 0000000..705d821 --- /dev/null +++ b/test/Project.toml @@ -0,0 +1,8 @@ +[deps] +Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595" +NewickTree = "b0a14db8-6308-4ebc-8917-f72cd81f5094" +SafeTestsets = "1bc83da4-3b8d-516f-aca4-4fe02f6d838f" +Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" + +[compat] +Aqua = "0.8" diff --git a/test/runtests.jl b/test/runtests.jl index 379a003..0fccfc2 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -1,149 +1,35 @@ -using NeighborJoining -using NeighborJoining: NJClust -using NewickTree -using NewickTree: Node -using LinearAlgebra: Symmetric -using Test - -""" - patristic_distances(t::Node) -shortest branch length path between all leafs with `t` as ancester -sibling nodes `i`, and `j` of parent `p` would have patristic `distance(i, p) + distance(j, p)` -""" -function patristic_distances(tree::Node) - leaves = getleaves(tree) |> x->sort(x; by=name) - dists = zeros(length(leaves), length(leaves)) - for j in axes(dists, 2), i in (j+1):lastindex(dists, 1) - dists[i, j] = NewickTree.getdistance(leaves[i], leaves[j]) - end - return Symmetric(dists, :L) -end - -@testset "NeighborJoining.jl" begin - d = [ - 0 5 9 9 8 - 5 0 10 10 9 - 9 10 0 8 7 - 9 10 8 0 3 - 8 9 7 3 0 - ] - - Dnt_leafnames = [ - "Azoto","Ecoli_K12","Mtuberculosis_H37Rv","Xylella_fastidiosa","Xac306","Pseudo","Mbovis_AF2122_97","Xfus4834", - ] - Dnt = [ - 0.0 0.995213839457987 0.98573559031375 0.998027348864072 0.972611680703211 0.970401190581917 0.985776054066666 0.973262192179632 - 0.995213839457987 0.0 0.998148938539192 0.998488816108287 0.995557411172427 0.994367546028565 0.998137116752552 0.995446830617351 - 0.98573559031375 0.998148938539192 0.0 0.99871270422122 0.988000892034872 0.9947982723887 0.0208278520191335 0.987917785278169 - 0.998027348864072 0.998488816108287 0.99871270422122 0.0 0.993199212089598 0.998324711025772 0.998697800631595 0.993083884624155 - 0.972611680703211 0.995557411172427 0.988000892034872 0.993199212089598 0.0 0.986404377162655 0.988083283435624 0.28181153134629 - 0.970401190581917 0.994367546028565 0.9947982723887 0.998324711025772 0.986404377162655 0.0 0.994762168983286 0.987006080464416 - 0.985776054066666 0.998137116752552 0.0208278520191335 0.998697800631595 0.988083283435624 0.994762168983286 0.0 0.987953833947853 - 0.973262192179632 0.995446830617351 0.987917785278169 0.993083884624155 0.28181153134629 0.987006080464416 0.987953833947853 0.0 - ] - Dnt_fastmrgs = [ - -7 -3 - -8 -5 - -6 -1 - -4 -2 - 4 1 - 3 2 - 6 5 - ] - Dnt_fasthgts = [ - 0.0104219 0.0104059 - 0.140998 0.140814 - 0.487981 0.48242 - 0.499509 0.49898 - 0.00310472 0.485661 - 0.0058201 0.347895 - 0.00157147 0.00157147 - ] - Dnt_regmrgs = [ - -7 -3 - -8 -5 - -6 -1 - 3 2 - 4 1 - -4 -2 - 6 5 - ] - Dnt_reghgts = [ - 0.0104219 0.0104059 - 0.140998 0.140814 - 0.487981 0.48242 - 0.0058103 0.347904 - 0.00314293 0.485661 - 0.499513 0.498976 - 0.00155236 0.00155236 - ] +using NeighborJoining, Test, SafeTestsets +const GROUP = get(ENV, "GROUP", "All") +const is_CI = haskey(ENV, "CI") +const KNOWN_GROUPS = ["All", "Aqua", "RNJ", "FNJ"] - @testset "RegNJ" begin - @test regNJ(d) == NJClust([-2 -1; 1 -3; -5 -4; 3 2], [3.0 2.0; 3.0 4.0; 1.0 2.0; 1.0 1.0]) - njc = regNJ(Dnt) - @test merges(njc) ≈ Dnt_regmrgs atol=1e-4 - @test heights(njc) ≈ Dnt_reghgts atol=1e-4 +GROUP in KNOWN_GROUPS || AssertionError("Env. Var. 'GROUP': $GROUP, not in testing groups\nTesting groups are $KNOWN_GROUPS") +@info "GROUP is " GROUP +@time begin - truetrees = readnw.(open(readlines, "./testtrees/yuletree_l10_n10_s10_scaled_rounded.txt")) - truedists = patristic_distances.(truetrees) - mrghgts = regNJ.(truedists) - leafnames = ["Tip$i" for i in 0:9] - predtrees = newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) - preddists = patristic_distances.(readnw.(predtrees)) - for i in 1:10 - @test truedists[i] ≈ preddists[i] atol=1e-4 + if GROUP == "All" || GROUP == "RNJ" + @safetestset "RegularNeighborJoining" begin + include("testRegularNeighborJoining.jl") end - - truetrees = readnw.(open(readlines, "./testtrees/yuletree_l10_n10_s10.txt")) - truedists = patristic_distances.(truetrees) - mrghgts = regNJ.(truedists) - leafnames = ["Tip$i" for i in 0:9] - predtrees = newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) - preddists = patristic_distances.(readnw.(predtrees)) - for i in 1:10 - @test truedists[i] ≈ preddists[i] atol=1e-4 - end - end - @testset "fastNJ" begin - @test fastNJ(d) == NJClust([-2 -1; -5 -4; 1 -3; 3 2], [3.0 2.0; 1.0 2.0; 3.0 4.0; 1.0 1.0]) - njc = fastNJ(Dnt) - @test merges(njc) ≈ Dnt_fastmrgs atol=1e-4 - @test heights(njc) ≈ Dnt_fasthgts atol=1e-4 - truetrees = readnw.(open(readlines, "./testtrees/yuletree_l10_n10_s10_scaled_rounded.txt")) - truedists = patristic_distances.(truetrees) - mrghgts = fastNJ.(truedists) - leafnames = ["Tip$i" for i in 0:9] - predtrees = newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) - preddists = patristic_distances.(readnw.(predtrees)) - for i in 1:10 - if i == 2 || i == 10 - @test_skip truedists[i] ≈ preddists[i] atol=1e-1 - else - @test truedists[i] ≈ preddists[i] atol=1e-1 - end + if GROUP == "All" || GROUP == "FNJ" + @safetestset "FastNeighborJoining" begin + include("testFastNeighborJoining.jl") end + end - truetrees = readnw.(open(readlines, "./testtrees/yuletree_l10_n10_s10.txt")) - truedists = patristic_distances.(truetrees) - mrghgts = fastNJ.(truedists) - leafnames = ["Tip$i" for i in 0:9] - predtrees = newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) - preddists = patristic_distances.(readnw.(predtrees)) - for i in 1:10 - if i == 2 || i == 10 - @test_skip truedists[i] ≈ preddists[i] atol=1e-1 - else - @test truedists[i] ≈ preddists[i] atol=1e-1 - end + if GROUP == "All" || GROUP == "Aqua" + @safetestset "Aqua Q/A" begin + using Aqua, NeighborJoining + Aqua.find_persistent_tasks_deps(NeighborJoining) + Aqua.test_ambiguities(NeighborJoining, recursive = false) + Aqua.test_deps_compat(NeighborJoining) + Aqua.test_project_extras(NeighborJoining) + Aqua.test_stale_deps(NeighborJoining) + Aqua.test_unbound_args(NeighborJoining) + Aqua.test_undefined_exports(NeighborJoining) end end - @testset "newickstring" begin - njc = fastNJ(d) - ptree = readnw(newickstring(merges(njc), heights(njc), ["a", "b", "c", "d", "e"])) - truetree = nw"(((b:3.0,a:2.0):3.0,c:4.0):1.0,(e:1.0,d:2.0):1.0);" - @test patristic_distances(ptree) ≈ patristic_distances(truetree) atol=1e-6 - end end diff --git a/test/testFastNeighborJoining.jl b/test/testFastNeighborJoining.jl new file mode 100644 index 0000000..3984bc1 --- /dev/null +++ b/test/testFastNeighborJoining.jl @@ -0,0 +1,113 @@ +using NeighborJoining +using NeighborJoining: NJClust +using NewickTree +using NewickTree: Node +using Test + + +""" + patristic_distances(t::Node) +shortest branch length path between all leafs with `t` as ancester +sibling nodes `i`, and `j` of parent `p` would have patristic `distance(i, p) + distance(j, p)` +""" +function patristic_distances(tree::Node) + leaves = getleaves(tree) |> x->sort(x; by=name) + dists = zeros(length(leaves), length(leaves)) + for j in axes(dists, 2), i in (j+1):lastindex(dists, 1) + dists[i, j] = dists[j, i] = NewickTree.getdistance(leaves[i], leaves[j]) + end + return dists +end + +## Load test data + +d = [ + 0 5 9 9 8 + 5 0 10 10 9 + 9 10 0 8 7 + 9 10 8 0 3 + 8 9 7 3 0 + ] + +Dnt_leafnames = [ + "Azoto","Ecoli_K12","Mtuberculosis_H37Rv","Xylella_fastidiosa","Xac306","Pseudo","Mbovis_AF2122_97","Xfus4834", +] +Dnt = [ + 0.0 0.995214 0.985736 0.998027 0.972612 0.970401 0.985776 0.973262 + 0.995214 0.0 0.998149 0.998489 0.995557 0.994368 0.998137 0.995447 + 0.985736 0.998149 0.0 0.998713 0.988001 0.994798 0.0208279 0.987918 + 0.998027 0.998489 0.998713 0.0 0.993199 0.998325 0.998698 0.993084 + 0.972612 0.995557 0.988001 0.993199 0.0 0.986404 0.988083 0.281812 + 0.970401 0.994368 0.994798 0.998325 0.986404 0.0 0.994762 0.987006 + 0.985776 0.998137 0.0208279 0.998698 0.988083 0.994762 0.0 0.987954 + 0.973262 0.995447 0.987918 0.993084 0.281812 0.987006 0.987954 0.0 +] +Dnt_fastmrgs = [ + -7 -3 + -8 -5 + -6 -1 + -4 -2 + 4 1 + 3 2 + 6 5 +] +Dnt_fasthgts = [ + 0.0104219 0.0104059 + 0.140998 0.140814 + 0.487981 0.48242 + 0.499509 0.49898 + 0.00310472 0.485661 + 0.0058201 0.347895 + 0.00157147 0.00157147 +] + +@test fastNJ(d) == NJClust{Int64, Float64}([-2 -1; -5 -4; 1 -3; 3 2], [3.0 2.0; 1.0 2.0; 3.0 4.0; 1.0 1.0]) +t_d = readnw(NeighborJoining.newickstring(fastNJ(d))) +@test patristic_distances(t_d) ≈ d atol=1e-4 + +njc = fastNJ(Dnt) +t_Dnt = readnw(NeighborJoining.newickstring(njc, Dnt_leafnames)) +@test merges(njc) ≈ Dnt_fastmrgs atol=1e-4 +@test heights(njc) ≈ Dnt_fasthgts atol=1e-4 +pdistorder = sortperm(Dnt_leafnames) +@test patristic_distances(t_Dnt) ≈ Dnt[pdistorder,pdistorder] atol=1e-1 + +truetrees = readnw.(readlines(joinpath(@__DIR__, "testtrees", "yuletree_l10_n10_s10_scaled_rounded.txt"))) +truedists = patristic_distances.(truetrees) +mrghgts = fastNJ.(truedists) +leafnames = ["Tip$i" for i in 0:9] +predtrees = NeighborJoining.newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) +preddists = patristic_distances.(readnw.(predtrees)) +for i in 1:10 + if i == 2 || i == 10 + @test_skip truedists[i] ≈ preddists[i] atol=1e-1 + else + @test truedists[i] ≈ preddists[i] atol=1e-1 + end +end + +truetrees = readnw.(readlines(joinpath(@__DIR__, "testtrees", "yuletree_l10_n10_s10.txt"))) +truedists = patristic_distances.(truetrees) +mrghgts = fastNJ.(truedists) +leafnames = ["Tip$i" for i in 0:9] +predtrees = NeighborJoining.newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) +preddists = patristic_distances.(readnw.(predtrees)) +for i in 1:10 + if i == 2 || i == 10 + @test_skip truedists[i] ≈ preddists[i] atol=1e-1 + else + @test truedists[i] ≈ preddists[i] atol=1e-1 + end +end + +## Need to think about how to test a tree esimator vs. exact algorithm... + +# truetrees = readnw.(readlines(joinpath(@__DIR__, "testtrees", "tree_varieties.nw"))) +# truedists = patristic_distances.(truetrees) +# mrghgts = fastNJ.(truedists) +# leafnames = map(x->name.(x), getleaves.(truetrees)) +# predtrees = NeighborJoining.newickstring.(merges.(mrghgts), heights.(mrghgts), sort.(leafnames)) +# preddists = patristic_distances.(readnw.(predtrees)) +# for (i, (td, pd)) in enumerate(zip(truedists, preddists)) +# @test td ≈ pd atol=1e-1 +# end \ No newline at end of file diff --git a/test/testRegularNeighborJoining.jl b/test/testRegularNeighborJoining.jl new file mode 100644 index 0000000..2aaffd9 --- /dev/null +++ b/test/testRegularNeighborJoining.jl @@ -0,0 +1,127 @@ +using NeighborJoining +using NeighborJoining: NJClust +using NewickTree +using NewickTree: Node +using Test + + +""" + patristic_distances(t::Node) +shortest branch length path between all leafs with `t` as ancester +sibling nodes `i`, and `j` of parent `p` would have patristic `distance(i, p) + distance(j, p)` +""" +function patristic_distances(tree::Node) + leaves = getleaves(tree) |> x->sort(x; by=name) + dists = zeros(length(leaves), length(leaves)) + for j in axes(dists, 2), i in (j+1):lastindex(dists, 1) + dists[i, j] = dists[j, i] = NewickTree.getdistance(leaves[i], leaves[j]) + end + return dists +end + +## Load test data + +d = [ + 0 5 9 9 8 + 5 0 10 10 9 + 9 10 0 8 7 + 9 10 8 0 3 + 8 9 7 3 0 +] + +Dnt_leafnames = [ + "Azoto","Ecoli_K12","Mtuberculosis_H37Rv","Xylella_fastidiosa","Xac306","Pseudo","Mbovis_AF2122_97","Xfus4834", +] +Dnt = [ + 0.0 0.995214 0.985736 0.998027 0.972612 0.970401 0.985776 0.973262 + 0.995214 0.0 0.998149 0.998489 0.995557 0.994368 0.998137 0.995447 + 0.985736 0.998149 0.0 0.998713 0.988001 0.994798 0.0208279 0.987918 + 0.998027 0.998489 0.998713 0.0 0.993199 0.998325 0.998698 0.993084 + 0.972612 0.995557 0.988001 0.993199 0.0 0.986404 0.988083 0.281812 + 0.970401 0.994368 0.994798 0.998325 0.986404 0.0 0.994762 0.987006 + 0.985776 0.998137 0.0208279 0.998698 0.988083 0.994762 0.0 0.987954 + 0.973262 0.995447 0.987918 0.993084 0.281812 0.987006 0.987954 0.0 +] +Dnt_fastmrgs = [ + -7 -3 + -8 -5 + -6 -1 + -4 -2 + 4 1 + 3 2 + 6 5 +] +Dnt_fasthgts = [ + 0.0104219 0.0104059 + 0.140998 0.140814 + 0.487981 0.48242 + 0.499509 0.49898 + 0.00310472 0.485661 + 0.0058201 0.347895 + 0.00157147 0.00157147 +] +Dnt_regmrgs = [ + -7 -3 + -8 -5 + -6 -1 + 2 3 + 1 4 + -2 5 + -4 6 +] + +Dnt_reghgts = [ + 0.0104219 0.010406 + 0.140998 0.140814 + 0.487981 0.48242 + 0.347904 0.00581042 + 0.485661 0.00314294 + 0.498976 0.00310469 + 0.249757 0.249757 +] + +## input validation +@test_throws ArgumentError regNJ(rand(3,4)) + + +@test regNJ(d) == NJClust{Int64, Float64}([-2 -1; -3 1; -4 2; -5 3], [3.0 2.0; 4.0 3.0; 2.0 2.0; 0.5 0.5]) +t_d = readnw(NeighborJoining.newickstring(regNJ(d))) +@test patristic_distances(t_d) ≈ d atol=1e-4 + +njc = regNJ(Dnt) +t_Dnt = readnw(NeighborJoining.newickstring(njc, Dnt_leafnames)) +@test merges(njc) ≈ Dnt_regmrgs atol=1e-4 +@test heights(njc) ≈ Dnt_reghgts atol=1e-4 +pdistorder = sortperm(Dnt_leafnames) +@test patristic_distances(t_Dnt) ≈ Dnt[pdistorder,pdistorder] atol=1e-1 + + +truetrees = readnw.(readlines(joinpath(@__DIR__, "testtrees", "yuletree_l10_n10_s10_scaled_rounded.txt"))) +truedists = patristic_distances.(truetrees) +mrghgts = regNJ.(truedists) +leafnames = ["Tip$i" for i in 0:9] +predtrees = NeighborJoining.newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) +preddists = patristic_distances.(readnw.(predtrees)) +for i in 1:10 + @test truedists[i] ≈ preddists[i] atol=1e-4 +end + +truetrees = readnw.(readlines(joinpath(@__DIR__, "testtrees", "yuletree_l10_n10_s10.txt"))) +truedists = patristic_distances.(truetrees) +mrghgts = regNJ.(truedists) +leafnames = ["Tip$i" for i in 0:9] +predtrees = NeighborJoining.newickstring.(merges.(mrghgts), heights.(mrghgts), Ref(leafnames)) +preddists = patristic_distances.(readnw.(predtrees)) +for i in 1:10 + @test truedists[i] ≈ preddists[i] atol=1e-4 +end + +truetrees = readnw.(readlines(joinpath(@__DIR__, "testtrees", "tree_varieties.nw"))) +truedists = patristic_distances.(truetrees) +mrghgts = regNJ.(truedists) +leafnames = map(x->name.(x), getleaves.(truetrees)) +predtrees = NeighborJoining.newickstring.(merges.(mrghgts), heights.(mrghgts), sort.(leafnames)) +preddists = patristic_distances.(readnw.(predtrees)) +for (i, (td, pd)) in enumerate(zip(truedists, preddists)) + @test td ≈ pd atol=1e-4 +end diff --git a/test/testtrees/2020_02_UP7047-tree.nw b/test/testtrees/2020_02_UP7047-tree.nw new file mode 100644 index 0000000..b345429 --- /dev/null +++ b/test/testtrees/2020_02_UP7047-tree.nw @@ -0,0 +1 @@ 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diff --git a/test/testtrees/generatedata.sh b/test/testtrees/generatedata.sh new file mode 100755 index 0000000..8e889c0 --- /dev/null +++ b/test/testtrees/generatedata.sh @@ -0,0 +1,32 @@ +#!/usr/bin/env bash + +# simple generate tree and distance matrix representation +# gotree generate yuletree --seed 42 -l $((2**i)) | gotree matrix -o dist_mtx_$((2**i)).txt; +rm -f tree_varieties.nw +for i in $(seq 3 5 100) +do + gotree generate yuletree -l$((i)) >> tree_varieties.nw +done +for i in $(seq 3 5 100) +do + gotree generate uniformtree -l$((i)) >> tree_varieties.nw +done +for i in $(seq 3 5 100) +do + gotree generate caterpillartree -l$((i)) >> tree_varieties.nw +done +for i in $(seq 2 7) +do + gotree generate balancedtree -d$((i)) >> tree_varieties.nw +done +for i in $(seq 3 5 100) +do + gotree generate startree -l$((i)) >> tree_varieties.nw +done + + + +# # if instead I want to generate alignments as intermediaries +# gotree generate yuletree --seed 42 -l $((2**i)) | -o tree_$((2**i)); +# seq-gen -mGTR -z 42 -l $((i*10)) < tmp_tree.nw > tmp_align.phy; +# goalign compute distance -p -t10 go-m f81 -i tmp_align.phy -o dist_mtx_$((2**i)).phy \ No newline at end of file diff --git a/test/testtrees/tree_varieties.nw b/test/testtrees/tree_varieties.nw new file mode 100644 index 0000000..4386153 --- /dev/null +++ b/test/testtrees/tree_varieties.nw @@ -0,0 +1,86 @@ +(Tip2:0.07148536091771822,Tip0:0.0019277076424149685,Tip1:0.1293403684633374); +(Tip4:0.2175294720336359,Tip0:0.011972898817688959,(Tip3:0.03475864379265016,((Tip6:0.024408539584753787,Tip2:0.20760574895181133):0.1448938902750306,((Tip7:0.08828027663480864,Tip5:0.14374657248255143):0.34542145015962156,Tip1:0.09833122190229214):0.08707013379263798):0.06834424471886):0.18268406163960565); 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