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copy object data with set_jump_model #119

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Aug 22, 2024
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100 changes: 99 additions & 1 deletion src/optinode.jl
Original file line number Diff line number Diff line change
Expand Up @@ -387,7 +387,8 @@ end

function _copy_model_to!(node::OptiNode, model::JuMP.Model)
if !(num_variables(node) == 0 && num_constraints(node) == 0)
error("An optinode must be empty to set a JuMP Model.")
error("An optinode must be empty to set a JuMP Model. Plasmo.jl does not
yet support re-writing an optinode.")
end
# get backends
src = JuMP.backend(model)
Expand Down Expand Up @@ -435,5 +436,102 @@ function _copy_model_to!(node::OptiNode, model::JuMP.Model)
new_moi_obj_func = MOIU.map_indices(index_map, obj_func)
new_obj_func = JuMP.jump_function(node, new_moi_obj_func)
JuMP.set_objective(node, JuMP.objective_sense(model), new_obj_func)

# copy object dictionary
# need to create equivalent containers
for (key, value) in JuMP.object_dictionary(model)
_copy_object_dict_data(index_map, node, key, value)
end

return index_map
end

function _copy_object_dict_data(
index_map::MOIU.IndexMap, node::OptiNode, symbol::Symbol, value
)
node[symbol] = value
return nothing
end

function _copy_object_dict_data(
index_map::MOIU.IndexMap,
node::OptiNode,
symbol::Symbol,
value::Union{JuMP.VariableRef,JuMP.ConstraintRef},
)
source_index = JuMP.index(value)
dest_index = index_map[source_index]
node_ref = graph_backend(node).graph_to_element_map[dest_index]
node[symbol] = node_ref
return nothing
end

function _copy_object_dict_data(
index_map::MOIU.IndexMap,
node::OptiNode,
symbol::Symbol,
array::AbstractArray{<:JuMP.VariableRef},
)
node_data = similar(array, NodeVariableRef)
source_inds = JuMP.index.(array)
for (i, source_index) in enumerate(source_inds)
dest_index = index_map[source_index]
node_ref = graph_backend(node).graph_to_element_map[dest_index]
node_data[i] = node_ref
end
node[symbol] = node_data
return nothing
end

function _copy_object_dict_data(
index_map::MOIU.IndexMap,
node::OptiNode,
symbol::Symbol,
array::AbstractArray{<:JuMP.ConstraintRef},
)
node_data = similar(array, ConstraintRef)
source_inds = JuMP.index.(array)
for (i, source_index) in enumerate(source_inds)
dest_index = index_map[source_index]
node_ref = graph_backend(node).graph_to_element_map[dest_index]
node_data[i] = node_ref
end
node[symbol] = node_data
return nothing
end

function _copy_object_dict_data(
index_map::MOIU.IndexMap,
node::OptiNode,
symbol::Symbol,
daa::JuMP.Containers.DenseAxisArray{<:JuMP.VariableRef},
)
node_data = similar(daa.data, NodeVariableRef)
source_inds = JuMP.index.(daa.data)
for (i, source_index) in enumerate(source_inds)
dest_index = index_map[source_index]
node_ref = graph_backend(node).graph_to_element_map[dest_index]
node_data[i] = node_ref
end
node_daa = JuMP.Containers.DenseAxisArray(node_data, daa.axes...)
node[symbol] = node_daa
return nothing
end

function _copy_object_dict_data(
index_map::MOIU.IndexMap,
node::OptiNode,
symbol::Symbol,
daa::JuMP.Containers.DenseAxisArray{<:JuMP.ConstraintRef},
)
node_data = similar(daa.data, ConstraintRef)
source_inds = JuMP.index.(daa.data)
for (i, source_index) in enumerate(source_inds)
dest_index = index_map[source_index]
node_ref = graph_backend(node).graph_to_element_map[dest_index]
node_data[i] = node_ref
end
node_daa = JuMP.Containers.DenseAxisArray(node_data, daa.axes...)
node[symbol] = node_daa
return nothing
end
10 changes: 8 additions & 2 deletions test/test_aggregate.jl
Original file line number Diff line number Diff line change
Expand Up @@ -41,8 +41,8 @@ function _create_test_model()
model = Model()
@variable(model, x[1:10] >= 0)
@variable(model, y[1:5] >= 2)
@constraint(model, [j = 1:5], x[j] + y[j] <= 10)
@constraint(model, sum(x) <= y[1]^4)
@constraint(model, cons[j=1:5], x[j] + y[j] <= 10)
@constraint(model, sum_con_ref, sum(x) <= y[1]^4)
@objective(model, Min, sum(x) + sum(y)^3)
return model
end
Expand Down Expand Up @@ -79,6 +79,12 @@ function test_set_model()

@test objective_value(m) == objective_value(graph, n1)
@test value.(all_variables(m)) == value.(graph, all_variables(n1))

node_vars = all_variables(n1)
@test n1[:x] == node_vars[1:10]
@test n1[:y] == node_vars[11:15]
@test (n1, :cons) in keys(Plasmo.node_object_dictionary(n1))
@test (n1, :sum_con_ref) in keys(Plasmo.node_object_dictionary(n1))
end

function test_aggregate_to_depth()
Expand Down
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