add precompile workload v2

[jd-lara]

@odow take a look at this approach.

[odow]

What's a good example of an end-user script? The CATS system one? We should measure the before/after of this.

[jd-lara]

What's a good example of an end-user script? The CATS system one? We should measure the before/after of this.

Yes, CATS is a good one. I measured this one with the performance script but CATS is a better one.

[odow]

Any idea what's going on here? Do I need to rebuild the script? From what I can tell, the CATS stuff hasn't changed, so it must be one of the many changes in PSY etc.

julia> sys = PSY.System("test/performance/CATS_Sienna.json")
ERROR: KeyError: key "base_power" not found
Stacktrace:
 [1] getindex(h::Dict{String, Any}, key::String)
   @ Base ./dict.jl:477
 [2] from_dict(::Type{System}, raw::Dict{String, Any}; time_series_read_only::Bool, time_series_directory::Nothing, config_path::String, kwargs::@Kwargs{runchecks::Bool})
   @ PowerSystems ~/.julia/packages/PowerSystems/amEUa/src/base.jl:2360
 [3] from_dict
   @ ~/.julia/packages/PowerSystems/amEUa/src/base.jl:2330 [inlined]
 [4] deserialize(::Type{System}, filename::String; kwargs::@Kwargs{time_series_read_only::Bool, runchecks::Bool, time_series_directory::Nothing, config_path::String})
   @ PowerSystems ~/.julia/packages/PowerSystems/amEUa/src/base.jl:2327
 [5] deserialize
   @ ~/.julia/packages/PowerSystems/amEUa/src/base.jl:2306 [inlined]
 [6] System(file_path::String; assign_new_uuids::Bool, kwargs::@Kwargs{})
   @ PowerSystems ~/.julia/packages/PowerSystems/amEUa/src/base.jl:247
 [7] System(file_path::String)
   @ PowerSystems ~/.julia/packages/PowerSystems/amEUa/src/base.jl:228
 [8] top-level scope
   @ REPL[20]:1

(performance) pkg> st
Status `~/git/Sienna-Platform/PowerOperationsModels/test/performance/Project.toml`
  [336ed68f] CSV v0.10.16
  [87dc4568] HiGHS v1.24.1
  [bed98974] InfrastructureOptimizationModels v0.1.0 `https://github.com/Sienna-Platform/InfrastructureOptimizationModels.jl#main`
  [2cd47ed4] InfrastructureSystems v3.6.0 `https://github.com/Sienna-Platform/InfrastructureSystems.jl#IS4`
  [4076af6c] JuMP v1.31.1
  [bed98974] PowerNetworkMatrices v0.24.4 `https://github.com/Sienna-Platform/PowerNetworkMatrices.jl#psy6`
  [bed98974] PowerOperationsModels v0.1.0 `../..`
  [bcd98974] PowerSystems v5.10.0 `https://github.com/Sienna-Platform/PowerSystems.jl#psy6`
  [ade2ca70] Dates v1.11.0