Closed lakshaya17 closed 8 months ago
Trying to run the bouncing ball example from https://github.com/SciML/SciMLExpectations.jl/blob/master/docs/src/tutorials/optimization_under_uncertainty.md and getting the following error while using the Forward.jl package
Warning: Error requiring `Symbolics` from `Optimization` │ exception = │ LoadError: ArgumentError: Package Optimization does not have ReverseDiff in its dependencies: │ - You may have a partially installed environment. Try `Pkg.instantiate()` │ to ensure all packages in the environment are installed. │ - Or, if you have Optimization checked out for development and have │ added ReverseDiff as a dependency but haven't updated your primary │ environment's manifest file, try `Pkg.resolve()`. │ - Otherwise you may need to report an issue with Optimization │ Stacktrace: │ [1] macro expansion │ @ .\loading.jl:1167 [inlined] │ [2] macro expansion │ @ .\lock.jl:223 [inlined] │ [3] require(into::Module, mod::Symbol) │ @ Base .\loading.jl:1144 │ [4] include(mod::Module, _path::String) │ @ Base .\Base.jl:419 │ [5] include(x::String) │ @ Optimization C:\Users\lakshay\.julia\packages\Optimization\fPVIW\src\Optimization.jl:4 │ [6] macro expansion │ @ C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\Requires.jl:40 [inlined] │ [7] top-level scope │ @ C:\Users\lakshay\.julia\packages\Optimization\fPVIW\src\Optimization.jl:60 │ [8] eval │ @ .\boot.jl:368 [inlined] │ [9] eval │ @ C:\Users\lakshay\.julia\packages\Optimization\fPVIW\src\Optimization.jl:4 [inlined] │ [10] (::Optimization.var"#87#90")() │ @ Optimization C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\require.jl:101 │ [11] macro expansion │ @ timing.jl:382 [inlined] │ [12] err(f::Any, listener::Module, modname::String, file::String, line::Any) │ @ Requires C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\require.jl:47 │ [13] (::Optimization.var"#86#89")() │ @ Optimization C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\require.jl:100 │ [14] withpath(f::Any, path::String) │ @ Requires C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\require.jl:37 │ [15] (::Optimization.var"#85#88")() │ @ Optimization C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\require.jl:99 │ [16] #invokelatest#2 │ @ .\essentials.jl:729 [inlined] │ [17] invokelatest │ @ .\essentials.jl:726 [inlined] │ [18] foreach(f::typeof(Base.invokelatest), itr::Vector{Function}) │ @ Base .\abstractarray.jl:2774 │ [19] loadpkg(pkg::Base.PkgId) │ @ Requires C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\require.jl:27 │ [20] #invokelatest#2 │ @ .\essentials.jl:729 [inlined] │ [21] invokelatest │ @ .\essentials.jl:726 [inlined] │ [22] run_package_callbacks(modkey::Base.PkgId) │ @ Base .\loading.jl:869 │ [23] _tryrequire_from_serialized(modkey::Base.PkgId, path::String, sourcepath::String, depmods::Vector{Any}) │ @ Base .\loading.jl:944 │ [24] _require_search_from_serialized(pkg::Base.PkgId, sourcepath::String, build_id::UInt64) │ @ Base .\loading.jl:1028 │ [25] _require(pkg::Base.PkgId) │ @ Base .\loading.jl:1315 │ [26] _require_prelocked(uuidkey::Base.PkgId) │ @ Base .\loading.jl:1200 │ [27] macro expansion │ @ .\loading.jl:1180 [inlined] │ [28] macro expansion │ @ .\lock.jl:223 [inlined] │ [29] require(into::Module, mod::Symbol) │ @ Base .\loading.jl:1144 │ [30] eval │ @ .\boot.jl:368 [inlined] │ [31] include_string(mapexpr::typeof(REPL.softscope), mod::Module, code::String, filename::String) │ @ Base .\loading.jl:1428 │ [32] softscope_include_string(m::Module, code::String, filename::String) │ @ SoftGlobalScope C:\Users\lakshay\.julia\packages\SoftGlobalScope\u4UzH\src\SoftGlobalScope.jl:65 │ [33] execute_request(socket::ZMQ.Socket, msg::IJulia.Msg) │ @ IJulia C:\Users\lakshay\.julia\packages\IJulia\6TIq1\src\execute_request.jl:67 │ [34] #invokelatest#2 │ @ .\essentials.jl:729 [inlined] │ [35] invokelatest │ @ .\essentials.jl:726 [inlined] │ [36] eventloop(socket::ZMQ.Socket) │ @ IJulia C:\Users\lakshay\.julia\packages\IJulia\6TIq1\src\eventloop.jl:8 │ [37] (::IJulia.var"#15#18")() │ @ IJulia .\task.jl:484 │ in expression starting at C:\Users\lakshay\.julia\packages\Optimization\fPVIW\ext\OptimizationSparseDiffExt.jl:1 └ @ Requires C:\Users\lakshay\.julia\packages\Requires\Z8rfN\src\require.jl:51
Particularly while running this code:
using Optimization, OptimizationNLopt, OptimizationMOI make_u0(θ) = [θ[1], θ[2], θ[3], 0.0] function 𝔼_loss(θ, pars) prob = ODEProblem(ball!, make_u0(θ), tspan, p) sm = SystemMap(prob, Tsit5(), callback = cbs) exprob = ExpectationProblem(sm, obs, h, gd; nout = 1) sol = solve(exprob, Koopman(), ireltol = 1e-5) sol.u end opt_f = OptimizationFunction(𝔼_loss, Optimization.AutoForwardDiff()) opt_ini = [-1.0, 2.0, 50.0] opt_lb = [-100.0, 1.0, 10.0] opt_ub = [0.0, 3.0, 50.0] opt_prob = OptimizationProblem(opt_f, opt_ini; lb = opt_lb, ub = opt_ub) optimizer = OptimizationMOI.MOI.OptimizerWithAttributes(NLopt.Optimizer, "algorithm" => :LD_MMA) opt_sol = solve(opt_prob, optimizer) minx = opt_sol.u
Please file this issue at https://github.com/SciML/Optimization.jl
Trying to run the bouncing ball example from https://github.com/SciML/SciMLExpectations.jl/blob/master/docs/src/tutorials/optimization_under_uncertainty.md and getting the following error while using the Forward.jl package
Particularly while running this code: