sprint #11 / investigating compilation times

[j-l-s]

Investigate why some se case take so long to compile:

• unsafe typing
• possibility of precompiling some functions

References:

• issue long compilation times for Fold continuation of periodic orbits (collocation) #210

debugging leads/tools

• macro: InteractiveUtils/@code_warntype
• macro: PrecompileTools/@setup_workload
• SnoopCompile package: https://juliadebug.github.io/SnoopCompile.jl/
• Cthulhu package: https://github.com/JuliaDebug/Cthulhu.jl

[j-l-s]

Associated branch: feature/investigate_compile_time (https://github.com/bifurcationkit/BifurcationKit.jl/tree/feature/investigate_compile_time)

Use cases:

julia --project=. ./examples/profile_runtime.jl 
julia --project=. ./examples/investigate_compilation_time.jl
julia --project=. ./examples/analyse_unsafe_typing.jl

Analysys reports in the compilation_analysis_report.md file (https://github.com/bifurcationkit/BifurcationKit.jl/blob/feature/investigate_compile_time/compilation_analysis_report.md)