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MIPLearn/miplearn/components/composite.py

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1.5 KiB

# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from miplearn import Component
class CompositeComponent(Component):
"""
A Component which redirects each method call to one or more subcomponents.
Useful for breaking down complex components into smaller classes. See
RelaxationComponent for a concrete example.
Parameters
----------
children : list[Component]
Subcomponents that compose this component.
"""
def __init__(self, children):
self.children = children
def before_solve(self, solver, instance, model):
for child in self.children:
child.before_solve(solver, instance, model)
def after_solve(self, solver, instance, model, results):
for child in self.children:
child.after_solve(solver, instance, model, results)
def fit(self, training_instances):
for child in self.children:
child.fit(training_instances)
def lazy_cb(self, solver, instance, model):
for child in self.children:
child.lazy_cb(solver, instance, model)
def iteration_cb(self, solver, instance, model):
should_repeat = False
for child in self.children:
if child.iteration_cb(solver, instance, model):
should_repeat = True
return should_repeat