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Linear parabolic example throws an error on new julia install #830

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javier-garcia-tilburg opened this issue Mar 12, 2024 · 2 comments
Closed

Linear parabolic example throws an error on new julia install #830

javier-garcia-tilburg opened this issue Mar 12, 2024 · 2 comments
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@sathvikbhagavan
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@javier-garcia-tilburg
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Describe the bug 🐞

Optimization.solve() throws a type OptimizationState has no field depvar error when called on a discretized PDESystem.

Minimal Reproducible Example 👇

Install Julia from zero and try to run the linear parabolic example.

Error & Stacktrace ⚠️

View output 
ERROR: type OptimizationState has no field depvar
Stacktrace:
[1] getproperty                                                                                                           @ .\Base.jl:37 [inlined]
[2] macro expansion                                                                                                       @ C:\Users\garciago\.julia\packages\NeuralPDE\KSjFq\src\discretize.jl:140 [inlined]
[3] macro expansion                                                                                                       @ C:\Users\garciago\.julia\packages\RuntimeGeneratedFunctions\Yo8zx\src\RuntimeGeneratedFunctions.jl:163 [inlined]
[4] macro expansion                                                                                                       @ .\none:0 [inlined]
[5] generated_callfunc(::RuntimeGeneratedFunctions.RuntimeGeneratedFunction{…}, ::Matrix{…}, ::Optimization.OptimizationState{…}, ::Vector{…}, ::typeof(NeuralPDE.numeric_derivative), ::NeuralPDE.var"#300#307"{…}, ::NeuralPDE.var"#32#33", ::Nothing)                                                                                                                  @ NeuralPDE .\none:0
[6] (::RuntimeGeneratedFunctions.RuntimeGeneratedFunction{…})(::Matrix{…}, ::Optimization.OptimizationState{…}, ::Vector{…}, ::Function, ::Function, ::Function, ::Nothing)                                                                       @ RuntimeGeneratedFunctions C:\Users\garciago\.julia\packages\RuntimeGeneratedFunctions\Yo8zx\src\RuntimeGeneratedFunctions.jl:150
[7] (::NeuralPDE.var"#240#241"{…})(cord::Matrix{…}, θ::Optimization.OptimizationState{…})                                 @ NeuralPDE C:\Users\garciago\.julia\packages\NeuralPDE\KSjFq\src\discretize.jl:161
[8] (::NeuralPDE.var"#integrand#138"{…})(x::Matrix{…}, θ::Optimization.OptimizationState{…})                              @ NeuralPDE C:\Users\garciago\.julia\packages\NeuralPDE\KSjFq\src\training_strategies.jl:315
[9] (::BatchIntegralFunction{…})(::Matrix{…}, ::Vararg{…})                                                                @ SciMLBase C:\Users\garciago\.julia\packages\SciMLBase\Dwomw\src\scimlfunctions.jl:2172
[10] __solvebp_call(prob::IntegralProblem{…}, alg::Integrals.CubatureJLh, sensealg::Integrals.ReCallVJP{…}, domain::Tuple{…}, p::Optimization.OptimizationState{…}; reltol::Float64, abstol::Float64, maxiters::Int64)                             @ IntegralsCubatureExt C:\Users\garciago\.julia\packages\Integrals\tvunm\ext\IntegralsCubatureExt.jl:17
 [11] __solvebp_call(::Integrals.IntegralCache{…}, ::Integrals.CubatureJLh, ::Vararg{…}; kwargs::@Kwargs{…})                @ Integrals C:\Users\garciago\.julia\packages\Integrals\tvunm\src\common.jl:115
[12] __solvebp(::Integrals.IntegralCache{…}, ::Vararg{…}; kwargs::@Kwargs{…})                                              @ Integrals C:\Users\garciago\.julia\packages\Integrals\tvunm\src\Integrals.jl:67
[13] solve!(cache::Integrals.IntegralCache{…})                                                                             @ Integrals C:\Users\garciago\.julia\packages\Integrals\tvunm\src\common.jl:105
[14] solve(prob::IntegralProblem{…}, alg::Integrals.CubatureJLh; kwargs::@Kwargs{…})                                       @ Integrals C:\Users\garciago\.julia\packages\Integrals\tvunm\src\common.jl:101
[15] solve                                                                                                                 @ C:\Users\garciago\.julia\packages\Integrals\tvunm\src\common.jl:98 [inlined]
[16] (::NeuralPDE.var"#134#137"{…})(lb::Vector{…}, ub::Vector{…}, loss_::NeuralPDE.var"#240#241"{…}, θ::Optimization.OptimizationState{…})                                                                                                         @ NeuralPDE C:\Users\garciago\.julia\packages\NeuralPDE\KSjFq\src\training_strategies.jl:319
[17] (::NeuralPDE.var"#135#139"{…})(θ::Optimization.OptimizationState{…})                                                  @ NeuralPDE C:\Users\garciago\.julia\packages\NeuralPDE\KSjFq\src\training_strategies.jl:325
[18] (::var"#4#7"{…})(l_::NeuralPDE.var"#135#139"{…})                                                                      @ Main .\REPL[38]:4
[19] iterate                                                                                                               @ .\generator.jl:47 [inlined]
[20] _collect(c::Vector{…}, itr::Base.Generator{…}, ::Base.EltypeUnknown, isz::Base.HasShape{…})                           @ Base .\array.jl:854
[21] collect_similar(cont::Vector{…}, itr::Base.Generator{…})                                                              @ Base .\array.jl:763
[22] map(f::Function, A::Vector{NeuralPDE.var"#135#139"{…} where loss_function})                                           @ Base .\abstractarray.jl:3285
[23] (::var"#3#6")(p::Optimization.OptimizationState{…}, l::Float64)                                                       @ Main .\REPL[38]:4
[24] (::OptimizationOptimJL.var"#_cb#12"{OptimizationCache{…}})(trace::OptimizationState{Float64, BFGS{…}})                @ OptimizationOptimJL C:\Users\garciago\.julia\packages\OptimizationOptimJL\yMF3E\src\OptimizationOptimJL.jl:142
[25] update!(tr::Vector{…}, iteration::Int64, f_x::Float64, grnorm::Float64, dt::Dict{…}, store_trace::Bool, show_trace::Bool, show_every::Int64, callback::OptimizationOptimJL.var"#_cb#12"{…}, trace_simplex::Bool)                              @ Optim C:\Users\garciago\.julia\packages\Optim\EJwLF\src\utilities\update.jl:25
[26] update!                                                                                                               @ C:\Users\garciago\.julia\packages\Optim\EJwLF\src\utilities\update.jl:11 [inlined]
[27] trace!(tr::Vector{…}, d::TwiceDifferentiable{…}, state::Optim.BFGSState{…}, iteration::Int64, method::BFGS{…}, options::Optim.Options{…}, curr_time::Float64)                                                                                 @ Optim C:\Users\garciago\.julia\packages\Optim\EJwLF\src\multivariate\solvers\first_order\bfgs.jl:191
[28] optimize(d::TwiceDifferentiable{…}, initial_x::ComponentArrays.ComponentVector{…}, method::BFGS{…}, options::Optim.Options{…}, state::Optim.BFGSState{…})                                                                                     @ Optim C:\Users\garciago\.julia\packages\Optim\EJwLF\src\multivariate\optimize\optimize.jl:50
[29] optimize(d::TwiceDifferentiable{…}, initial_x::ComponentArrays.ComponentVector{…}, method::BFGS{…}, options::Optim.Options{…})                                                                                                                @ Optim C:\Users\garciago\.julia\packages\Optim\EJwLF\src\multivariate\optimize\optimize.jl:36
[30] __solve(cache::OptimizationCache{…})                                                                                  @ OptimizationOptimJL C:\Users\garciago\.julia\packages\OptimizationOptimJL\yMF3E\src\OptimizationOptimJL.jl:212
[31] solve!(cache::OptimizationCache{…})                                                                                   @ SciMLBase C:\Users\garciago\.julia\packages\SciMLBase\Dwomw\src\solve.jl:180
[32] solve(::OptimizationProblem{…}, ::BFGS{…}; kwargs::@Kwargs{…})                                                        @ SciMLBase C:\Users\garciago\.julia\packages\SciMLBase\Dwomw\src\solve.jl:96
[33] top-level scope                                                                                                       @ REPL[39]:1

Environment (please complete the following information):

  • Output of using Pkg; Pkg.status()
Status `C:\Users\garciago\.julia\environments\v1.10\Project.toml`
⌅ [5b8099bc] DomainSets v0.6.7
[b2108857] Lux v0.5.23
[94925ecb] MethodOfLines v0.10.7
⌅ [961ee093] ModelingToolkit v8.75.0
[315f7962] NeuralPDE v5.13.0
[8913a72c] NonlinearSolve v3.8.0
⌃ [7f7a1694] Optimization v3.22.0
[36348300] OptimizationOptimJL v0.2.2
[42dfb2eb] OptimizationOptimisers v0.2.1
[1dea7af3] OrdinaryDiffEq v6.74.0
[91a5bcdd] Plots v1.40.2                                                                                                [37e2e3b7] ReverseDiff v1.15.1
  • Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
View output 
Status `C:\Users\garciago\.julia\environments\v1.10\Manifest.toml`
[47edcb42] ADTypes v0.2.7
[621f4979] AbstractFFTs v1.5.0
[80f14c24] AbstractMCMC v5.2.0
[1520ce14] AbstractTrees v0.4.5
[7d9f7c33] Accessors v0.1.36
[79e6a3ab] Adapt v4.0.3
[0bf59076] AdvancedHMC v0.6.1
[dce04be8] ArgCheck v2.3.0
⌅ [ec485272] ArnoldiMethod v0.2.0
 [4fba245c] ArrayInterface v7.9.0
[4c555306] ArrayLayouts v1.6.1
[a9b6321e] Atomix v0.1.0
⌃ [13072b0f] AxisAlgorithms v1.0.1
[39de3d68] AxisArrays v0.4.7
[198e06fe] BangBang v0.4.1
[9718e550] Baselet v0.1.1
[6e4b80f9] BenchmarkTools v1.5.0
[e2ed5e7c] Bijections v0.1.6
[d1d4a3ce] BitFlags v0.1.8
[62783981] BitTwiddlingConvenienceFunctions v0.1.5
[fa961155] CEnum v0.5.0
[2a0fbf3d] CPUSummary v0.2.4
[00ebfdb7] CSTParser v3.4.2
[49dc2e85] Calculus v0.5.1
[082447d4] ChainRules v1.63.0
[d360d2e6] ChainRulesCore v1.23.0
[fb6a15b2] CloseOpenIntervals v0.1.12
[523fee87] CodecBzip2 v0.8.2
[944b1d66] CodecZlib v0.7.4
[35d6a980] ColorSchemes v3.24.0
[3da002f7] ColorTypes v0.11.4
[c3611d14] ColorVectorSpace v0.10.0
[5ae59095] Colors v0.12.10
[861a8166] Combinatorics v1.0.2
[a80b9123] CommonMark v0.8.12
[38540f10] CommonSolve v0.2.4
[bbf7d656] CommonSubexpressions v0.3.0
[34da2185] Compat v4.14.0
[b0b7db55] ComponentArrays v0.15.10
[b152e2b5] CompositeTypes v0.1.3
[a33af91c] CompositionsBase v0.1.2
[2569d6c7] ConcreteStructs v0.2.3
[f0e56b4a] ConcurrentUtilities v2.4.0
[88cd18e8] ConsoleProgressMonitor v0.1.2
[187b0558] ConstructionBase v1.5.4
[d38c429a] Contour v0.6.2                                                                                               
[adafc99b] CpuId v0.3.1                                                                                                 
[a8cc5b0e] Crayons v4.1.1                                                                                               
[667455a9] Cubature v1.5.1                                                                                              
[9a962f9c] DataAPI v1.16.0                                                                                              
[864edb3b] DataStructures v0.18.18                                                                                      
[e2d170a0] DataValueInterfaces v1.0.0                                                                                   
[244e2a9f] DefineSingletons v0.1.2                                                                                      
[8bb1440f] DelimitedFiles v1.9.1                                                                                        
[2b5f629d] DiffEqBase v6.148.0                                                                                        
⌅ [459566f4] DiffEqCallbacks v2.37.0                                                                                      
[77a26b50] DiffEqNoiseProcess v5.21.0                                                                                   
[163ba53b] DiffResults v1.1.0                                                                                           
[b552c78f] DiffRules v1.15.1                                                                                            
[b4f34e82] Distances v0.10.11                                                                                           
[31c24e10] Distributions v0.25.107                                                                                      
[ffbed154] DocStringExtensions v0.9.3                                                                                 
⌅ [5b8099bc] DomainSets v0.6.7                                                                                           
[fa6b7ba4] DualNumbers v0.6.8                                                                                           
[7c1d4256] DynamicPolynomials v0.5.5                                                                                    
[4e289a0a] EnumX v1.0.4                                                                                               
⌃ [f151be2c] EnzymeCore v0.6.5                                                                                           
[460bff9d] ExceptionUnwrapping v0.1.10                                                                                 
[d4d017d3] ExponentialUtilities v1.26.1                                                                                 
[e2ba6199] ExprTools v0.1.10                                                                                            
[c87230d0] FFMPEG v0.4.1                                                                                                
[7a1cc6ca] FFTW v1.8.0                                                                                                  
[7034ab61] FastBroadcast v0.2.8                                                                                         
[9aa1b823] FastClosures v0.3.2                                                                                          
[29a986be] FastLapackInterface v2.0.2                                                                                   
[1a297f60] FillArrays v1.9.3                                                                                            
[6a86dc24] FiniteDiff v2.23.0                                                                                           
[53c48c17] FixedPointNumbers v0.8.4                                                                                     
[1fa38f19] Format v1.3.6                                                                                                
[f6369f11] ForwardDiff v0.10.36                                                                                         
[069b7b12] FunctionWrappers v1.1.3                                                                                      
[77dc65aa] FunctionWrappersWrappers v0.1.3                                                                              
[d9f16b24] Functors v0.4.8                                                                                              
[0c68f7d7] GPUArrays v10.0.2                                                                                            
[46192b85] GPUArraysCore v0.1.6                                                                                         
[28b8d3ca] GR v0.73.3                                                                                                   
[c145ed77] GenericSchur v0.5.3                                                                                          
[c27321d9] Glob v1.3.1                                                                                                  
[86223c79] Graphs v1.9.0                                                                                                
[42e2da0e] Grisu v1.0.2                                                                                                 
[19dc6840] HCubature v1.6.0                                                                                             
[cd3eb016] HTTP v1.10.3                                                                                                 
[3e5b6fbb] HostCPUFeatures v0.1.16                                                                                      
[34004b35] HypergeometricFunctions v0.3.23                                                                              
[7869d1d1] IRTools v0.4.12                                                                                              
[615f187c] IfElse v0.1.1                                                                                                
[d25df0c9] Inflate v0.1.4                                                                                               
[22cec73e] InitialValues v0.3.1                                                                                         
[505f98c9] InplaceOps v0.3.0                                                                                            
[18e54dd8] IntegerMathUtils v0.1.2                                                                                      
[de52edbc] Integrals v4.4.1                                                                                           
⌅ [a98d9a8b] Interpolations v0.14.0                                                                                       
[8197267c] IntervalSets v0.7.10                                                                                         
[3587e190] InverseFunctions v0.1.12                                                                                     
[92d709cd] IrrationalConstants v0.2.2                                                                                   
[c8e1da08] IterTools v1.10.0                                                                                            
[82899510] IteratorInterfaceExtensions v1.0.0                                                                           
[1019f520] JLFzf v0.1.7                                                                                                 
[692b3bcd] JLLWrappers v1.5.0                                                                                           
[682c06a0] JSON v0.21.4                                                                                                 
[98e50ef6] JuliaFormatter v1.0.53                                                                                       
[ccbc3e58] JumpProcesses v9.10.1                                                                                        
[ef3ab10e] KLU v0.6.0                                                                                                   
[63c18a36] KernelAbstractions v0.9.18                                                                                   
[5ab0869b] KernelDensity v0.6.8                                                                                         
[ba0b0d4f] Krylov v0.9.5                                                                                               
[929cbde3] LLVM v6.6.0                                                                                                  
[b964fa9f] LaTeXStrings v1.3.1                                                                                          
[2ee39098] LabelledArrays v1.15.1                                                                                       
[984bce1d] LambertW v0.4.6                                                                                              
[23fbe1c1] Latexify v0.16.2                                                                                             
[73f95e8e] LatticeRules v0.0.1                                                                                          
[10f19ff3] LayoutPointers v0.1.15                                                                                       
[5078a376] LazyArrays v1.8.3                                                                                            
[1d6d02ad] LeftChildRightSiblingTrees v0.2.0                                                                            
[d3d80556] LineSearches v7.2.0                                                                                          
[7ed4a6bd] LinearSolve v2.27.0                                                                                          
[6fdf6af0] LogDensityProblems v2.1.1                                                                                    
[996a588d] LogDensityProblemsAD v1.7.0                                                                                  
[2ab3a3ac] LogExpFunctions v0.3.27                                                                                      
[e6f89c97] LoggingExtras v1.0.3                                                                                         
[bdcacae8] LoopVectorization v0.12.166                                                                                  
[b2108857] Lux v0.5.23                                                                                                  
[bb33d45b] LuxCore v0.1.12                                                                                              
[34f89e08] LuxDeviceUtils v0.1.17                                                                                       
[82251201] LuxLib v0.3.10                                                                                               
[c7f686f2] MCMCChains v6.0.6                                                                                            
[be115224] MCMCDiagnosticTools v0.3.10                                                                                  
[e80e1ace] MLJModelInterface v1.9.5                                                                                     
[d8e11817] MLStyle v0.4.17                                                                                              
[1914dd2f] MacroTools v0.5.13                                                                                           
[d125e4d3] ManualMemory v0.1.8                                                                                          
[b8f27783] MathOptInterface v1.27.0                                                                                     
[a3b82374] MatrixFactorizations v2.1.0                                                                                  
[bb5d69b7] MaybeInplace v0.1.1                                                                                          
[739be429] MbedTLS v1.1.9                                                                                               
[442fdcdd] Measures v0.3.2                                                                                              
[94925ecb] MethodOfLines v0.10.7                                                                                        
[128add7d] MicroCollections v0.2.0                                                                                      
[e1d29d7a] Missings v1.1.0                                                                                            
⌅ [961ee093] ModelingToolkit v8.75.0                                                                                      
[4886b29c] MonteCarloIntegration v0.2.0                                                                                 
[0987c9cc] MonteCarloMeasurements v1.1.6                                                                                
[46d2c3a1] MuladdMacro v0.2.4                                                                                           
[102ac46a] MultivariatePolynomials v0.5.4                                                                               
[d8a4904e] MutableArithmetics v1.4.1                                                                                    
[d41bc354] NLSolversBase v7.8.3                                                                                         
[2774e3e8] NLsolve v4.5.1                                                                                               
[872c559c] NNlib v0.9.12                                                                                                
[77ba4419] NaNMath v1.0.2                                                                                               
[c020b1a1] NaturalSort v1.0.0                                                                                           
[315f7962] NeuralPDE v5.13.0                                                                                            
[8913a72c] NonlinearSolve v3.8.0                                                                                        
[6fe1bfb0] OffsetArrays v1.13.0                                                                                         
[4d8831e6] OpenSSL v1.4.2                                                                                               
[429524aa] Optim v1.9.2                                                                                                 
[3bd65402] Optimisers v0.3.2                                                                                          
⌃ [7f7a1694] Optimization v3.22.0                                                                                         
[36348300] OptimizationOptimJL v0.2.2                                                                                   
[42dfb2eb] OptimizationOptimisers v0.2.1                                                                                
[bac558e1] OrderedCollections v1.6.3                                                                                    
[1dea7af3] OrdinaryDiffEq v6.74.0                                                                                     
⌃ [a7812802] PDEBase v0.1.8                                                                                               
[90014a1f] PDMats v0.11.31                                                                                              
[65ce6f38] PackageExtensionCompat v1.0.2                                                                                
[d96e819e] Parameters v0.12.3                                                                                           
[69de0a69] Parsers v2.8.1                                                                                               
[570af359] PartialFunctions v1.2.0                                                                                      
[b98c9c47] Pipe v1.3.0                                                                                                  
[ccf2f8ad] PlotThemes v3.1.0                                                                                            
[995b91a9] PlotUtils v1.4.1                                                                                             
[91a5bcdd] Plots v1.40.2                                                                                                
[e409e4f3] PoissonRandom v0.4.4                                                                                         
[f517fe37] Polyester v0.7.9                                                                                             
[1d0040c9] PolyesterWeave v0.2.1                                                                                        
[85a6dd25] PositiveFactorizations v0.2.4                                                                                
[d236fae5] PreallocationTools v0.4.20                                                                                   
[aea7be01] PrecompileTools v1.2.1                                                                                       
[21216c6a] Preferences v1.4.3                                                                                           
[08abe8d2] PrettyTables v2.3.1                                                                                          
[27ebfcd6] Primes v0.5.6                                                                                                
[33c8b6b6] ProgressLogging v0.1.4                                                                                       
[92933f4c] ProgressMeter v1.10.0                                                                                        
[1fd47b50] QuadGK v2.9.4                                                                                                
[8a4e6c94] QuasiMonteCarlo v0.3.3                                                                                       
[74087812] Random123 v1.7.0                                                                                             
[e6cf234a] RandomNumbers v1.5.3                                                                                         
[b3c3ace0] RangeArrays v0.3.2                                                                                           
[c84ed2f1] Ratios v0.4.5                                                                                                
[c1ae055f] RealDot v0.1.0                                                                                               
[3cdcf5f2] RecipesBase v1.3.4                                                                                           
[01d81517] RecipesPipeline v0.6.12                                                                                      
[731186ca] RecursiveArrayTools v3.12.0                                                                                  
[f2c3362d] RecursiveFactorization v0.2.21                                                                               
[189a3867] Reexport v1.2.2                                                                                              
[05181044] RelocatableFolders v1.0.1                                                                                    
[ae029012] Requires v1.3.0                                                                                              
[ae5879a3] ResettableStacks v1.1.1                                                                                      
[37e2e3b7] ReverseDiff v1.15.1                                                                                          
[79098fc4] Rmath v0.7.1                                                                                                 
[7e49a35a] RuntimeGeneratedFunctions v0.5.12                                                                            
[94e857df] SIMDTypes v0.1.0                                                                                             
[476501e8] SLEEFPirates v0.6.42                                                                                         
[0bca4576] SciMLBase v2.29.0                                                                                            
[c0aeaf25] SciMLOperators v0.3.8                                                                                        
[30f210dd] ScientificTypesBase v3.0.0                                                                                   
[6c6a2e73] Scratch v1.2.1                                                                                               
[efcf1570] Setfield v1.1.1                                                                                              
[992d4aef] Showoff v1.0.3                                                                                               
[777ac1f9] SimpleBufferStream v1.1.0                                                                                    
[727e6d20] SimpleNonlinearSolve v1.6.0                                                                                  
[699a6c99] SimpleTraits v0.9.4                                                                                          
[ce78b400] SimpleUnPack v1.1.0                                                                                          
[ed01d8cd] Sobol v1.5.0                                                                                                 
[a2af1166] SortingAlgorithms v1.2.1                                                                                     
[47a9eef4] SparseDiffTools v2.17.0                                                                                      
[dc90abb0] SparseInverseSubset v0.1.2                                                                                   
[e56a9233] Sparspak v0.3.9                                                                                              
[276daf66] SpecialFunctions v2.3.1                                                                                      
[171d559e] SplittablesBase v0.1.15                                                                                      
[aedffcd0] Static v0.8.10                                                                                               
[0d7ed370] StaticArrayInterface v1.5.0                                                                                  
[90137ffa] StaticArrays v1.9.3                                                                                          
[1e83bf80] StaticArraysCore v1.4.2                                                                                      
[64bff920] StatisticalTraits v3.2.0                                                                                     
[82ae8749] StatsAPI v1.7.0                                                                                              
[2913bbd2] StatsBase v0.34.2                                                                                            
[4c63d2b9] StatsFuns v1.3.1                                                                                             
[7792a7ef] StrideArraysCore v0.5.2                                                                                      
[892a3eda] StringManipulation v0.3.4                                                                                    
[09ab397b] StructArrays v0.6.18                                                                                         
[2efcf032] SymbolicIndexingInterface v0.3.11                                                                            
[d1185830] SymbolicUtils v1.5.1                                                                                         
[0c5d862f] Symbolics v5.24.0                                                                                            
[3783bdb8] TableTraits v1.0.1                                                                                           
[bd369af6] Tables v1.11.1                                                                                               
[62fd8b95] TensorCore v0.1.1                                                                                          
⌅ [8ea1fca8] TermInterface v0.3.3                                                                                        
[5d786b92] TerminalLoggers v0.1.7                                                                                       
[8290d209] ThreadingUtilities v0.5.2                                                                                    
[a759f4b9] TimerOutputs v0.5.23                                                                                         
[0796e94c] Tokenize v0.5.28                                                                                             
[3bb67fe8] TranscodingStreams v0.10.4                                                                                   
[28d57a85] Transducers v0.4.81                                                                                          
[d5829a12] TriangularSolve v0.1.20                                                                                      
[410a4b4d] Tricks v0.1.8                                                                                                
[781d530d] TruncatedStacktraces v1.4.0                                                                                  
[5c2747f8] URIs v1.5.1                                                                                                  
[3a884ed6] UnPack v1.0.2                                                                                                
[1cfade01] UnicodeFun v0.4.1                                                                                            
[1986cc42] Unitful v1.19.0                                                                                              
[45397f5d] UnitfulLatexify v1.6.3                                                                                       
[a7c27f48] Unityper v0.1.6                                                                                              
[013be700] UnsafeAtomics v0.2.1                                                                                         
[d80eeb9a] UnsafeAtomicsLLVM v0.1.3                                                                                     
[41fe7b60] Unzip v0.2.0                                                                                                 
[3d5dd08c] VectorizationBase v0.21.65                                                                                   
[19fa3120] VertexSafeGraphs v0.2.0                                                                                      
[d49dbf32] WeightInitializers v0.1.7                                                                                  
⌅ [efce3f68] WoodburyMatrices v0.5.6                                                                                      
[e88e6eb3] Zygote v0.6.69                                                                                               
[700de1a5] ZygoteRules v0.2.5                                                                                           
[6e34b625] Bzip2_jll v1.0.8+1                                                                                           
[83423d85] Cairo_jll v1.18.0+1                                                                                          
[7bc98958] Cubature_jll v1.0.5+0                                                                                        
[2702e6a9] EpollShim_jll v0.0.20230411+0                                                                                
[2e619515] Expat_jll v2.5.0+0                                                                                         
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1                                                                                          
[f5851436] FFTW_jll v3.3.10+0                                                                                           
[a3f928ae] Fontconfig_jll v2.13.93+0                                                                                    
[d7e528f0] FreeType2_jll v2.13.1+0                                                                                      
[559328eb] FriBidi_jll v1.0.10+0                                                                                        
[0656b61e] GLFW_jll v3.3.9+0                                                                                            
[d2c73de3] GR_jll v0.73.3+0                                                                                             
[78b55507] Gettext_jll v0.21.0+0                                                                                        
[7746bdde] Glib_jll v2.80.0+0                                                                                           
[3b182d85] Graphite2_jll v1.3.14+0                                                                                      
[2e76f6c2] HarfBuzz_jll v2.8.1+1                                                                                        
[1d5cc7b8] IntelOpenMP_jll v2024.0.2+0                                                                                  
[aacddb02] JpegTurbo_jll v3.0.2+0                                                                                       
[c1c5ebd0] LAME_jll v3.100.1+0                                                                                          
[88015f11] LERC_jll v3.0.0+1                                                                                            
[dad2f222] LLVMExtra_jll v0.0.29+0                                                                                      
[1d63c593] LLVMOpenMP_jll v15.0.7+0                                                                                     
[dd4b983a] LZO_jll v2.10.1+0                                                                                          
⌅ [e9f186c6] Libffi_jll v3.2.2+1                                                                                          
[d4300ac3] Libgcrypt_jll v1.8.7+0                                                                                       
[7e76a0d4] Libglvnd_jll v1.6.0+0                                                                                        
[7add5ba3] Libgpg_error_jll v1.42.0+0                                                                                   
[94ce4f54] Libiconv_jll v1.17.0+0                                                                                       
[4b2f31a3] Libmount_jll v2.39.3+0                                                                                     
⌅ [89763e89] Libtiff_jll v4.5.1+1                                                                                         
[38a345b3] Libuuid_jll v2.39.3+1                                                                                        
[856f044c] MKL_jll v2024.0.0+0                                                                                          
[e7412a2a] Ogg_jll v1.3.5+1                                                                                             
[458c3c95] OpenSSL_jll v3.0.13+0                                                                                        
[efe28fd5] OpenSpecFun_jll v0.5.5+0                                                                                     
[91d4177d] Opus_jll v1.3.2+0                                                                                            
[30392449] Pixman_jll v0.42.2+0                                                                                         
[c0090381] Qt6Base_jll v6.5.3+1                                                                                         
[f50d1b31] Rmath_jll v0.4.0+0                                                                                           
[a44049a8] Vulkan_Loader_jll v1.3.243+0                                                                                 
[a2964d1f] Wayland_jll v1.21.0+1                                                                                        
[2381bf8a] Wayland_protocols_jll v1.31.0+0                                                                              
[02c8fc9c] XML2_jll v2.12.5+0                                                                                           
[aed1982a] XSLT_jll v1.1.34+0                                                                                          
[ffd25f8a] XZ_jll v5.6.1+0                                                                                             
[f67eecfb] Xorg_libICE_jll v1.0.10+1                                                                                    
[c834827a] Xorg_libSM_jll v1.2.3+0                                                                                      
[4f6342f7] Xorg_libX11_jll v1.8.6+0                                                                                     
[0c0b7dd1] Xorg_libXau_jll v1.0.11+0                                                                                    
[935fb764] Xorg_libXcursor_jll v1.2.0+4                                                                                 
[a3789734] Xorg_libXdmcp_jll v1.1.4+0                                                                                   
[1082639a] Xorg_libXext_jll v1.3.4+4                                                                                    
[d091e8ba] Xorg_libXfixes_jll v5.0.3+4                                                                                  
[a51aa0fd] Xorg_libXi_jll v1.7.10+4                                                                                     
[d1454406] Xorg_libXinerama_jll v1.1.4+4                                                                                
[ec84b674] Xorg_libXrandr_jll v1.5.2+4                                                                                  
[ea2f1a96] Xorg_libXrender_jll v0.9.10+4                                                                                
[14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0                                                                           
[c7cfdc94] Xorg_libxcb_jll v1.15.0+0                                                                                    
[cc61e674] Xorg_libxkbfile_jll v1.1.2+0                                                                                 
[e920d4aa] Xorg_xcb_util_cursor_jll v0.1.4+0                                                                            
[12413925] Xorg_xcb_util_image_jll v0.4.0+1                                                                             
[2def613f] Xorg_xcb_util_jll v0.4.0+1                                                                                   
[975044d2] Xorg_xcb_util_keysyms_jll v0.4.0+1                                                                           
[0d47668e] Xorg_xcb_util_renderutil_jll v0.3.9+1                                                                        
[c22f9ab0] Xorg_xcb_util_wm_jll v0.4.1+1                                                                                
[35661453] Xorg_xkbcomp_jll v1.4.6+0                                                                                    
[33bec58e] Xorg_xkeyboard_config_jll v2.39.0+0                                                                         
[c5fb5394] Xorg_xtrans_jll v1.5.0+0                                                                                     
[3161d3a3] Zstd_jll v1.5.5+0                                                                                            
[35ca27e7] eudev_jll v3.2.9+0                                                                                           
[214eeab7] fzf_jll v0.43.0+0                                                                                            
[1a1c6b14] gperf_jll v3.1.1+0                                                                                           
[a4ae2306] libaom_jll v3.4.0+0                                                                                          
[0ac62f75] libass_jll v0.15.1+0                                                                                        
[2db6ffa8] libevdev_jll v1.11.0+0                                                                                       
[f638f0a6] libfdk_aac_jll v2.0.2+0                                                                                      
[36db933b] libinput_jll v1.18.0+0                                                                                       
[b53b4c65] libpng_jll v1.6.43+1                                                                                        
[f27f6e37] libvorbis_jll v1.3.7+1                                                                                       
[009596ad] mtdev_jll v1.1.6+0                                                                                          
[1270edf5] x264_jll v2021.5.5+0                                                                                         
[dfaa095f] x265_jll v3.5.0+0                                                                                           
[d8fb68d0] xkbcommon_jll v1.4.1+1                                                                                       
[0dad84c5] ArgTools v1.1.1                                                                                              
[56f22d72] Artifacts                                                                                                    
[2a0f44e3] Base64                                                                                                       
[ade2ca70] Dates                                                                                                        
[8ba89e20] Distributed                                                                                                  
[f43a241f] Downloads v1.6.0                                                                                             
[7b1f6079] FileWatching                                                                                                 
[9fa8497b] Future                                                                                                       
[b77e0a4c] InteractiveUtils                                                                                             
[4af54fe1] LazyArtifacts                                                                                                
[b27032c2] LibCURL v0.6.4                                                                                               
[76f85450] LibGit2                                                                                                      
[8f399da3] Libdl                                                                                                        
[37e2e46d] LinearAlgebra                                                                                                
[56ddb016] Logging                                                                                                      
[d6f4376e] Markdown                                                                                                     
[a63ad114] Mmap                                                                                                         
[ca575930] NetworkOptions v1.2.0                                                                                        
[44cfe95a] Pkg v1.10.0                                                                                                  
[de0858da] Printf                                                                                                       
[9abbd945] Profile                                                                                                     
[3fa0cd96] REPL                                                                                                         
[9a3f8284] Random                                                                                                       
[ea8e919c] SHA v0.7.0
[9e88b42a] Serialization
[1a1011a3] SharedArrays
[6462fe0b] Sockets
[2f01184e] SparseArrays v1.10.0
[10745b16] Statistics v1.10.0
[4607b0f0] SuiteSparse
[fa267f1f] TOML v1.0.3
[a4e569a6] Tar v1.10.0
[8dfed614] Test
[cf7118a7] UUIDs
[4ec0a83e] Unicode
[e66e0078] CompilerSupportLibraries_jll v1.1.0+0
[deac9b47] LibCURL_jll v8.4.0+0
[e37daf67] LibGit2_jll v1.6.4+0
[29816b5a] LibSSH2_jll v1.11.0+1
[c8ffd9c3] MbedTLS_jll v2.28.2+1
[14a3606d] MozillaCACerts_jll v2023.1.10
[4536629a] OpenBLAS_jll v0.3.23+4
[05823500] OpenLibm_jll v0.8.1+2
[efcefdf7] PCRE2_jll v10.42.0+1
[bea87d4a] SuiteSparse_jll v7.2.1+1
[83775a58] Zlib_jll v1.2.13+1
[8e850b90] libblastrampoline_jll v5.8.0+1
[8e850ede] nghttp2_jll v1.52.0+1
[3f19e933] p7zip_jll v17.4.0+2
  • Output of versioninfo()
Julia Version 1.10.2                                                                                                    Commit bd47eca2c8 (2024-03-01 10:14 UTC)
Build Info:                                                                                                               Official https://julialang.org/ release
Platform Info:                                                                                                            OS: Windows (x86_64-w64-mingw32)
CPU: 8 × 11th Gen Intel(R) Core(TM) i7-1165G7 @ 2.80GHz
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-15.0.7 (ORCJIT, tigerlake)
Threads: 1 default, 0 interactive, 1 GC (on 8 virtual cores)
@sathvikbhagavan
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@javier-garcia-tilburg, #815 should have fixed the example. It is merged now. Once the doc build is finished (it will take 10-11hrs), can you check out the dev docs to verify?

@javier-garcia-tilburg
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Yes, now it works perfectly, thank you!

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