From 1463add3c8dfa113d373d11853b4cb8e397e2de7 Mon Sep 17 00:00:00 2001 From: Takuya Iwanaga Date: Sun, 26 Jan 2025 10:15:32 +1100 Subject: [PATCH 1/9] Restructure --- src/Nodes/EnsembleNode.jl | 101 -------------- src/Nodes/Ensembles/EnsembleNode.jl | 10 ++ .../{ => Ensembles}/StateEnsembleNode.jl | 0 src/Nodes/Ensembles/WeightedEnsembleNode.jl | 131 ++++++++++++++++++ src/Streamfall.jl | 6 +- 5 files changed, 144 insertions(+), 104 deletions(-) delete mode 100644 src/Nodes/EnsembleNode.jl create mode 100644 src/Nodes/Ensembles/EnsembleNode.jl rename src/Nodes/{ => Ensembles}/StateEnsembleNode.jl (100%) create mode 100644 src/Nodes/Ensembles/WeightedEnsembleNode.jl diff --git a/src/Nodes/EnsembleNode.jl b/src/Nodes/EnsembleNode.jl deleted file mode 100644 index a23c9fdb..00000000 --- a/src/Nodes/EnsembleNode.jl +++ /dev/null @@ -1,101 +0,0 @@ -using Parameters -using ModelParameters -using Statistics - - -abstract type EnsembleNode <: NetworkNode end - - -Base.@kwdef mutable struct BaseEnsemble{N<:NetworkNode, P, A<:Real} <: EnsembleNode - name::String - area::A - - instances::Array{N} = [] - weights::Array{P} = [ - Param(1.0; bounds=[0.0,1.0]) - ] - - # Default to weighted sum - comb_method::Function = (X, weights) -> sum([x * w for (x, w) in zip(X, weights)]) - - outflow::Array{A} = [] - - obj_func::Function = obj_func -end - - -function param_info(node::BaseEnsemble; kwargs...)::Tuple - values = Float64[w.val for w in node.weights] - bounds = [w.bounds for w in node.weights] - param_names = ["weights_n$(i)" for i in 1:length(bounds)] - - return param_names, values, bounds -end - - -function BaseEnsemble(nodes::Array{<:NetworkNode}; weights::Array{Float64}, - bounds::Union{Nothing, Array{Tuple}}=nothing, - comb_method::Union{Nothing, Function}=nothing)::BaseEnsemble - if isnothing(bounds) - num_nodes = length(nodes) - @assert(length(weights) == num_nodes, "Number of nodes do not match provided number of weights") - - bounds = repeat([(0.0, 1.0)], num_nodes, 1) - else - @assert(length(bounds) == length(weights), "Number of bounds do not match provided number of weights") - end - - p_weights = [Param(w; bounds=b) for (w, b) in zip(weights, bounds)] - - n1 = nodes[1] - if !isnothing(comb_method) - tmp = BaseEnsemble{NetworkNode, Param, Float64}(; name=n1.name, area=n1.area, instances=nodes, weights=p_weights, comb_method) - else - tmp = BaseEnsemble{NetworkNode, Param, Float64}(; name=n1.name, area=n1.area, instances=nodes, weights=p_weights) - end - - return tmp -end - - -function run_node!(ensemble::BaseEnsemble, climate::Climate; inflow=nothing, extraction=nothing, exchange=nothing) - for inst in ensemble.instances - run_node!(inst, climate; inflow=inflow, extraction=extraction, exchange=exchange) - end - - ensemble.outflow = ensemble.comb_method([inst.outflow for inst in ensemble.instances], ensemble.weights) -end - - -function run_timestep!(node::BaseEnsemble, rain, et, ts; inflow=0.0, extraction=0.0, exchange=0.0) - for inst in node.instances - run_timestep!(inst, rain, et, ts; inflow=inflow, extraction=extraction, exchange=exchange) - end - - Qt = node.comb_method([inst.outflow[ts] for inst in node.instances], node.weights) - - append!(node.outflow, Qt) -end - - -function reset!(ensemble::BaseEnsemble) - for inst in ensemble.instances - reset!(inst) - end - - ensemble.outflow = [] -end - - -# Functions to support calibration of weights -function update_params!(node::BaseEnsemble, weights...) - for (i, w) in enumerate(weights) - node.weights[i] = Param(w, bounds=node.weights[i].bounds) - end -end - - -# Calibrate each individual instance? -# function calibrate!(ensemble::BaseEnsemble, climate::Climate) -# ensemble.weights -# end diff --git a/src/Nodes/Ensembles/EnsembleNode.jl b/src/Nodes/Ensembles/EnsembleNode.jl new file mode 100644 index 00000000..df133bf3 --- /dev/null +++ b/src/Nodes/Ensembles/EnsembleNode.jl @@ -0,0 +1,10 @@ +using Parameters +using ModelParameters +using Statistics + + +abstract type EnsembleNode <: NetworkNode end + +include("WeightedEnsembleNode.jl") +# include("StateEnsembleNode.jl") + diff --git a/src/Nodes/StateEnsembleNode.jl b/src/Nodes/Ensembles/StateEnsembleNode.jl similarity index 100% rename from src/Nodes/StateEnsembleNode.jl rename to src/Nodes/Ensembles/StateEnsembleNode.jl diff --git a/src/Nodes/Ensembles/WeightedEnsembleNode.jl b/src/Nodes/Ensembles/WeightedEnsembleNode.jl new file mode 100644 index 00000000..0238d30f --- /dev/null +++ b/src/Nodes/Ensembles/WeightedEnsembleNode.jl @@ -0,0 +1,131 @@ +Base.@kwdef mutable struct WeightedEnsemble{N<:NetworkNode, P, A<:Real} <: EnsembleNode + name::String + area::A + + instances::Array{N} = NetworkNode[] + weights::Array{P} = [ + Param(1.0; bounds=[0.0,1.0]) + ] + + # Default to weighted sum + comb_method::Function = (X, weights) -> sum([x * w for (x, w) in zip(X, weights)]) + + outflow::Array{A} = [] + + obj_func::Function = obj_func +end + +function prep_state!(node::WeightedEnsemble, timesteps::Int64)::Nothing + node.outflow = fill(0.0, timesteps) + + for n in node.instances + prep_state!(n, timesteps) + end + + return nothing +end + + +function param_info(node::WeightedEnsemble; kwargs...)::Tuple + values = Float64[w.val for w in node.weights] + bounds = [w.bounds for w in node.weights] + param_names = ["weights_n$(i)" for i in 1:length(bounds)] + + return param_names, values, bounds +end + + +function WeightedEnsemble(nodes::Array{<:NetworkNode}; weights::Array{Float64}, + bounds::Union{Nothing, Array{Tuple}}=nothing, + comb_method::Union{Nothing, Function}=nothing)::WeightedEnsemble + if isnothing(bounds) + num_nodes = length(nodes) + @assert(length(weights) == num_nodes, "Number of nodes do not match provided number of weights") + + bounds = repeat([(0.0, 1.0)], num_nodes, 1) + else + @assert(length(bounds) == length(weights), "Number of bounds do not match provided number of weights") + end + + p_weights = [Param(w; bounds=b) for (w, b) in zip(weights, bounds)] + + n1 = nodes[1] + tmp = WeightedEnsemble{NetworkNode, Param, Float64}(; + name=n1.name, + area=n1.area, + instances=nodes, + weights=p_weights + ) + + if !isnothing(comb_method) + tmp.comb_method = comb_method + end + + return tmp +end + + +function run_node!(ensemble::WeightedEnsemble, climate::Climate; inflow=nothing, extraction=nothing, exchange=nothing) + for inst in ensemble.instances + run_node!(inst, climate; inflow=inflow, extraction=extraction, exchange=exchange) + end + + ensemble.outflow = ensemble.comb_method([inst.outflow for inst in ensemble.instances], ensemble.weights) +end + + +function run_timestep!(node::WeightedEnsemble, rain, et, ts; inflow=0.0, extraction=0.0, exchange=0.0) + for inst in node.instances + run_timestep!(inst, rain, et, ts; inflow=inflow, extraction=extraction, exchange=exchange) + end + + node.outflow[ts] = node.comb_method([inst.outflow[ts] for inst in node.instances], node.weights) +end + + +function reset!(ensemble::WeightedEnsemble) + for inst in ensemble.instances + reset!(inst) + end + + ensemble.outflow = [] +end + + +# Functions to support calibration of weights +function update_params!(node::WeightedEnsemble, weights...) + for (i, w) in enumerate(weights) + node.weights[i] = Param(w, bounds=node.weights[i].bounds) + end +end + +""" + calibrate_instances!(ensemble::WeightedEnsemble, climate::Climate, calib_data::Union{AbstractArray,DataFrame}, metric::Union{F,AbstractDict{String,F}}; kwargs...) where {F} + +Calibrate individual model instances and the ensemble weights. + +# Arguments +- `ensemble`: WeightedEnsemble node containing multiple model instances +- `climate`: Climate data for simulation +- `calib_data`: Calibration data, either as an array or DataFrame with node names as columns +- `metric`: Optimization metric function or Dict mapping node names to metrics +- `kwargs`: Additional arguments passed to BlackBoxOptim + +# Returns +- Tuple of (optimization_result, optimization_setup) from weights calibration +""" +function calibrate_instances!( + ensemble::WeightedEnsemble, + climate::Climate, + calib_data::Union{AbstractArray,DataFrame}, + metric::Union{F,AbstractDict{String,F}}; + kwargs... +) where {F} + # Calibrate individual instances first + for node in ensemble.instances + calibrate!(node, climate, calib_data, metric; kwargs...) + end + + # Then optimize weights + return calibrate!(ensemble, climate, calib_data, metric; kwargs...) +end diff --git a/src/Streamfall.jl b/src/Streamfall.jl index 8399169a..55e049b0 100644 --- a/src/Streamfall.jl +++ b/src/Streamfall.jl @@ -34,7 +34,7 @@ include("Nodes/GR4J/GR4JNode.jl") include("Nodes/HyMod/HyModNode.jl") include("Nodes/SYMHYD/SYMHYDNode.jl") include("Nodes/DamNode.jl") -include("Nodes/EnsembleNode.jl") +include("Nodes/Ensembles/EnsembleNode.jl") function timestep_value(ts::Int, gauge_id::String, col_partial::String, dataset::DataFrame)::Float64 @@ -297,7 +297,7 @@ include("plotting.jl") export NetworkNode, GenericNode, GenericDirectNode export IHACRES, IHACRESNode, IHACRESBilinearNode, ExpuhNode, DamNode, Climate export create_node, GR4JNode, HyModNode, SimpleHyModNode, SYMHYDNode -export EnsembleNode, BaseEnsemble +export EnsembleNode, WeightedEnsemble # Network export find_inlets_and_outlets, inlets, outlets @@ -305,7 +305,7 @@ export climate_values, node_names, get_node, get_node_id, get_prop, set_prop! export param_info, update_params!, sim_length, reset!, prep_state! export run_catchment!, run_basin!, run_node!, run_node_with_temp! export run_timestep! -export calibrate! +export calibrate!, calibrate_instances! export create_network, load_network, save_network export best_candidate, best_fitness, best_params From a286aee9af4e09de090aaef23f3641ab07ee7881 Mon Sep 17 00:00:00 2001 From: Takuya Iwanaga Date: Sun, 26 Jan 2025 10:15:46 +1100 Subject: [PATCH 2/9] Make `prep_state!` for IHACRES more generic --- src/Nodes/IHACRES/IHACRESNode.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/Nodes/IHACRES/IHACRESNode.jl b/src/Nodes/IHACRES/IHACRESNode.jl index 700e2231..3c816df5 100644 --- a/src/Nodes/IHACRES/IHACRESNode.jl +++ b/src/Nodes/IHACRES/IHACRESNode.jl @@ -49,7 +49,7 @@ Base.@kwdef mutable struct IHACRESBilinearNode{P, A<:AbstractFloat} <: IHACRESNo end -function prep_state!(node::IHACRESNode, timesteps::Int64)::Nothing +function prep_state!(node::T, timesteps::Int64)::Nothing where {T<:IHACRESNode} resize!(node.storage, timesteps+1) node.storage[2:end] .= 0.0 From a34bfce678f4c6187081c75a5f0d051f8f1f6540 Mon Sep 17 00:00:00 2001 From: Takuya Iwanaga Date: Sun, 26 Jan 2025 10:19:24 +1100 Subject: [PATCH 3/9] clear whitespace --- src/Streamfall.jl | 1 - 1 file changed, 1 deletion(-) diff --git a/src/Streamfall.jl b/src/Streamfall.jl index 55e049b0..b899ecee 100644 --- a/src/Streamfall.jl +++ b/src/Streamfall.jl @@ -22,7 +22,6 @@ end const IHACRES = joinpath(MODPATH, "../deps", "usr", "lib", "ihacres$(libext)") - include("Network.jl") include("Nodes/Node.jl") include("Climate.jl") From 29515622b28dbec27173c413b9bc64fb554c85eb Mon Sep 17 00:00:00 2001 From: Takuya Iwanaga Date: Sun, 26 Jan 2025 16:45:47 +1100 Subject: [PATCH 4/9] Documentation --- docs/src/assets/ensemble_bias_corrected.png | Bin 0 -> 109901 bytes .../ensemble_model_comparison_quickplots.png | Bin 0 -> 218537 bytes docs/src/assets/ensemble_xsection.png | Bin 0 -> 157290 bytes docs/src/examples/weighted_ensembles.md | 122 ++++++++++++++++++ 4 files changed, 122 insertions(+) create mode 100644 docs/src/assets/ensemble_bias_corrected.png create mode 100644 docs/src/assets/ensemble_model_comparison_quickplots.png create mode 100644 docs/src/assets/ensemble_xsection.png create mode 100644 docs/src/examples/weighted_ensembles.md diff --git a/docs/src/assets/ensemble_bias_corrected.png b/docs/src/assets/ensemble_bias_corrected.png new file mode 100644 index 0000000000000000000000000000000000000000..b447e794e4f6fa6d1558abb258b5cfc34c8a166f GIT binary patch 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