Create Deterministic forecasts from SingleTimeSeries

[daniel-thom]

Additions:

• New type hierarchy: AbstractDeterministic with subtypes Deterministic and DeterministicSingleTimeSeries
• transform_single_time_series will allow all SingleTimeSeries instances to be retrieved as DeterministicSingleTimeSeries.
• get_time_series_array|values|timestamp support an existing TimeSeriesData instance.
• All forecast constructors now require resolution as an argument instead of a keyword argument.

Note that when transform_single_time_series causes additional metadata to get added to each component for the DeterministicSingleTimeSeries. You can still retrieve the original SingleTimeSeries instance. If you ever want to revert the changes then you would have to delete the DeterministicSingleTimeSeries instances one-by-one with remove_time_series!. That could be automated in the future if users need it.

[codecov[bot]]

Codecov Report

Merging #149 into pre-10 will increase coverage by 1.90%. The diff coverage is 86.30%.

@@            Coverage Diff             @@
##           pre-10     #149      +/-   ##
==========================================
+ Coverage   64.71%   66.61%   +1.90%     
==========================================
  Files          42       45       +3     
  Lines        2267     2408     +141     
==========================================
+ Hits         1467     1604     +137     
- Misses        800      804       +4     

Impacted Files	Coverage Δ
src/InfrastructureSystems.jl	66.66% <ø> (ø)
src/abstract_time_series.jl	75.00% <0.00%> (-25.00%)	:arrow_down:
src/generated/Deterministic.jl	61.53% <ø> (ø)
src/generated/DeterministicMetadata.jl	57.14% <ø> (+11.68%)	:arrow_up:
src/generated/ProbabilisticMetadata.jl	45.83% <ø> (ø)
src/generated/ScenariosMetadata.jl	0.00% <ø> (ø)
src/time_series_utils.jl	100.00% <ø> (ø)
src/utils/utils.jl	52.40% <0.00%> (+5.03%)	:arrow_up:
src/generated/DeterministicSingleTimeSeries.jl	7.69% <7.69%> (ø)
src/generated/SingleTimeSeriesMetadata.jl	66.66% <75.00%> (+8.77%)	:arrow_up:
... and 19 more

[jd-lara]

After testing the workflow the following found these problems:

• [x] remove_component! breaks if run after IS.transform_single_time_series!: Here is the stack trace:

[1] _get_time_series_path(::HDF5.HDF5Group, ::Base.UUID) at /Users/jdlara/.julia/dev/InfrastructureSystems/src/hdf5_time_series_storage.jl:404
 [2] (::InfrastructureSystems.var"#94#95"{InfrastructureSystems.Hdf5TimeSeriesStorage,Base.UUID,Base.UUID,String})(::HDF5.HDF5File) at /Users/jdlara/.julia/dev/InfrastructureSystems/src/hdf5_time_series_storage.jl:250
 [3] h5open(::InfrastructureSystems.var"#94#95"{InfrastructureSystems.Hdf5TimeSeriesStorage,Base.UUID,Base.UUID,String}, ::String, ::Vararg{String,N} where N; swmr::Bool) at /Users/jdlara/.julia/packages/HDF5/T1b9x/src/HDF5.jl:696
 [4] h5open at /Users/jdlara/.julia/packages/HDF5/T1b9x/src/HDF5.jl:694 [inlined]
 [5] remove_time_series! at /Users/jdlara/.julia/dev/InfrastructureSystems/src/hdf5_time_series_storage.jl:248 [inlined]
 [6] clear_time_series_storage!(::VariableReserve{ReserveUp}) at /Users/jdlara/.julia/dev/InfrastructureSystems/src/component.jl:625
 [7] prepare_for_removal!(::VariableReserve{ReserveUp}) at /Users/jdlara/.julia/dev/InfrastructureSystems/src/component.jl:478
 [8] _remove_component!(::Type{VariableReserve{ReserveUp}}, ::InfrastructureSystems.Components, ::String) at /Users/jdlara/.julia/dev/InfrastructureSystems/src/components.jl:143
 [9] remove_component! at /Users/jdlara/.julia/dev/InfrastructureSystems/src/components.jl:110 [inlined]
 [10] remove_component! at /Users/jdlara/.julia/dev/InfrastructureSystems/src/system_data.jl:293 [inlined]
 [11] remove_component!(::System, ::VariableReserve{ReserveUp}) at /Users/jdlara/.julia/dev/PowerSystems/src/base.jl:537
 [12] top-level scope at /Users/jdlara/Dropbox/Code/nrel-experiments/data_conversion_test.jl:63
 [13] include_string(::Function, ::Module, ::String, ::String) at ./loading.jl:1091
 [14] invokelatest(::Any, ::Any, ::Vararg{Any,N} where N; kwargs::Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}}) at ./essentials.jl:710
 [15] invokelatest(::Any, ::Any, ::Vararg{Any,N} where N) at ./essentials.jl:709
 [16] inlineeval(::Module, ::String, ::Int64, ::Int64, ::String; softscope::Bool) at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/VSCodeServer/src/eval.jl:83
 [17] (::VSCodeServer.var"#43#45"{VSCodeServer.ReplRunCodeRequestParams,String,Int64,Int64,String,Module,Bool})() at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/VSCodeServer/src/eval.jl:45
 [18] withpath(::VSCodeServer.var"#43#45"{VSCodeServer.ReplRunCodeRequestParams,String,Int64,Int64,String,Module,Bool}, ::String) at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/VSCodeServer/src/repl.jl:118
 [19] (::VSCodeServer.var"#42#44"{VSCodeServer.ReplRunCodeRequestParams,String,Int64,Int64,String,Module,Bool,Bool})() at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/VSCodeServer/src/eval.jl:43
 [20] hideprompt(::VSCodeServer.var"#42#44"{VSCodeServer.ReplRunCodeRequestParams,String,Int64,Int64,String,Module,Bool,Bool}) at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/VSCodeServer/src/repl.jl:36
 [21] repl_runcode_request(::VSCodeServer.JSONRPC.JSONRPCEndpoint{Base.PipeEndpoint,Base.PipeEndpoint}, ::VSCodeServer.ReplRunCodeRequestParams) at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/VSCodeServer/src/eval.jl:23
 [22] dispatch_msg(::VSCodeServer.JSONRPC.JSONRPCEndpoint{Base.PipeEndpoint,Base.PipeEndpoint}, ::VSCodeServer.JSONRPC.MsgDispatcher, ::Dict{String,Any}) at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/JSONRPC/src/typed.jl:66
 [23] macro expansion at /Users/jdlara/.vscode/extensions/julialang.language-julia-1.0.8/scripts/packages/VSCodeServer/src/VSCodeServer.jl:95 [inlined]
 [24] (::VSCodeServer.var"#61#63"{Bool,String})() at ./task.jl:356
in expression starting at /Users/jdlara/Dropbox/Code/nrel-experiments/data_conversion_test.jl:58

For the following tests, I move the call to IS.transform_single_time_series! after the modifications to the system

[daniel-thom]

After testing the workflow the following found these problems:

Thanks. I fixed it.