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remove plots and DE->OrdinaryDE fix tag version added script to clone the physiome
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"""queries the cellml repo api for links to cellml model repo""" | ||
function curl_exposures() | ||
run(`curl -sL -H 'Accept: application/vnd.physiome.pmr2.json.1' | ||
https://models.physiomeproject.org/search -d '{ | ||
"template": {"data": [ | ||
{"name": "Subject", "value": "CellML Model"}, | ||
{"name": "portal_type", "value": "ExposureFile"} | ||
]} | ||
}' -o cellml.json`) | ||
end | ||
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""" | ||
downloads the cellml model repository | ||
todo use Base.Downloads to speed this up | ||
""" | ||
function grab(ls) | ||
!ispath("data") && mkpath("data") | ||
@sync Threads.@threads for l in ls | ||
fn = splitdir(l)[end] | ||
download(l, "data/$(fn)") | ||
end | ||
nothing | ||
end |
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path = @__DIR__ | ||
ml = CellModel(path * "/../models/beeler_reuter_1977.cellml.xml") | ||
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# @test length(ml.eqs) == 8 | ||
# @test ml.iv.op.name == :time | ||
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# eqs, vs = CellMLToolkit.flat_equations(ml) | ||
# @test length(vs) == 8 | ||
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# @test find_V(ml).op.name == :V | ||
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prob = ODEProblem(ml, (0,10000.0)) | ||
sol1 = solve(prob, Euler(), dt=0.01, saveat=1.0) | ||
sol2 = solve(prob, TRBDF2(), dtmax=0.5, saveat=1.0) | ||
V1 = map(x -> x[1], sol1.u) | ||
V2 = map(x -> x[1], sol2.u) | ||
err = sum(abs.(V1 .- V2)) / length(V1) | ||
@test err < 0.1 | ||
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# prob = ODEProblem(ml, (0,10000.0); jac=true) | ||
# sol3 = solve(prob, TRBDF2(), dtmax=0.5, saveat=1.0) | ||
# V3 = map(x -> x[1], sol2.u) | ||
# err = sum(abs.(V1 .- V3)) / length(V1) | ||
# @test err < 0.1 | ||
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p = list_params(ml) | ||
update_list!(p, "IstimPeriod", 280.0) | ||
prob = ODEProblem(ml, (0,10000.0); jac=false, p=p) | ||
sol4 = solve(prob, TRBDF2(), dtmax=0.5, saveat=1.0) | ||
V4 = map(x -> x[1], sol2.u) | ||
err = sum(abs.(V1[1:250] .- V4[1:250])) / 250 | ||
@test err < 0.1 |
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using Test | ||
using CellMLToolkit | ||
using DifferentialEquations | ||
using OrdinaryDiffEq | ||
using JSON3, Base.Threads | ||
using ModelingToolkit | ||
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path = @__DIR__ | ||
ml = CellModel(path * "/../models/beeler_reuter_1977.cellml.xml") | ||
@testset "CellMLToolkit.jl" begin | ||
@testset "beeler.jl" begin include("beeler.jl") end | ||
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# @test length(ml.eqs) == 8 | ||
# @test ml.iv.op.name == :time | ||
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# eqs, vs = CellMLToolkit.flat_equations(ml) | ||
# @test length(vs) == 8 | ||
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# @test find_V(ml).op.name == :V | ||
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prob = ODEProblem(ml, (0,10000.0)) | ||
sol1 = solve(prob, Euler(), dt=0.01, saveat=1.0) | ||
sol2 = solve(prob, TRBDF2(), dtmax=0.5, saveat=1.0) | ||
V1 = map(x -> x[1], sol1.u) | ||
V2 = map(x -> x[1], sol2.u) | ||
err = sum(abs.(V1 .- V2)) / length(V1) | ||
@test err < 0.1 | ||
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# prob = ODEProblem(ml, (0,10000.0); jac=true) | ||
# sol3 = solve(prob, TRBDF2(), dtmax=0.5, saveat=1.0) | ||
# V3 = map(x -> x[1], sol2.u) | ||
# err = sum(abs.(V1 .- V3)) / length(V1) | ||
# @test err < 0.1 | ||
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p = list_params(ml) | ||
update_list!(p, "IstimPeriod", 280.0) | ||
prob = ODEProblem(ml, (0,10000.0); jac=false, p=p) | ||
sol4 = solve(prob, TRBDF2(), dtmax=0.5, saveat=1.0) | ||
V4 = map(x -> x[1], sol2.u) | ||
err = sum(abs.(V1[1:250] .- V4[1:250])) / 250 | ||
@test err < 0.1 | ||
# mainly a used as a bin/ don't want to test every PR | ||
# @testset "physiome.jl" begin include("test_physiome.jl") end | ||
end |
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" | ||
in place modifies a matrix with data about how far to `solve` | ||
we get for a given set of cellml files | ||
uses @threads | ||
" | ||
function test_cellmls!(mat, fns) | ||
@sync Threads.@threads for i in eachindex(fns) | ||
@show i fns[i] | ||
mat[i, :] = test_cellml!(mat[i, :], fns[i]) | ||
end | ||
mat | ||
end | ||
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" | ||
in place modifies a row with data about how far to `solve` | ||
we get for a given cellml file | ||
" | ||
function test_cellml!(row, fn) | ||
row[1] = fn | ||
try | ||
ml = CellModel(fn) | ||
sys = ml.sys | ||
row[2] = true | ||
row[5] = length(states(sys)) | ||
row[6] = length(parameters(sys)) | ||
prob = ODEProblem(ml, tspan) | ||
row[3] = true | ||
sol = solve(prob) | ||
row[4] = true | ||
catch e | ||
row[end] = e | ||
end | ||
row | ||
end | ||
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""" | ||
a | ||
""" | ||
function main(dir="data/") | ||
tspan = (0., 1.) | ||
fns = readdir(dir; join=true) | ||
names = [:filename, :to_system, :to_problem, :to_solve, :states, :parameters, :error] | ||
n = length(names) | ||
mat = Array{Any,2}(nothing, length(fns), n) | ||
test_cellmls!(mat, fns) | ||
replace!(mat, nothing => missing) | ||
names .=> eachcol(mat) # used with DataFrame() | ||
# CSV.write("aggregate_stats.csv", df) | ||
# print(df) | ||
end | ||
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function json_to_cellml_links() | ||
s = read("cellml.json", String); | ||
j = JSON3.read(s); | ||
x = j.collection.links | ||
map(x -> x.href[1:end - 5], x) # remove `/view` from urls | ||
end | ||
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ls = json_to_cellml_links(curl_exposures()) | ||
@test length(ls) == 2379 | ||
CellMLToolkit.grab(ls[1:10]) | ||
df = main() | ||
@test eltype(df) == Pair |