irt-service/app/helpers/solver_helper.py
2021-11-24 16:24:14 +00:00

23 lines
906 B
Python

from pulp import lpSum
def build_constraints(solver_run, problem, items):
total_form_items = solver_run.total_form_items
constraints = solver_run.constraints
for constraint in constraints:
attribute = constraint.reference_attribute
min = constraint.minimum
max = constraint.maximum
con = dict(zip([item.id for item in solver_run.items],
[item.attribute_exists(attribute)
for item in solver_run.items]))
problem += lpSum([con[item.id]
* items[item.id]
for item in solver_run.items]) >= round(total_form_items * (min / 100)), f'{attribute.id} - {attribute.value} - min'
problem += lpSum([con[item.id]
* items[item.id]
for item in solver_run.items]) <= round(total_form_items * (max / 100)), f'{attribute.id} - {attribute.value} - max'
return problem