def main():
args = _parse_args()
num_scen = args.num_scens
with_fwph = args.with_fwph
with_xhatlooper = args.with_xhatlooper
with_xhatshuffle = args.with_xhatshuffle
with_lagrangian = args.with_lagrangian
with_fixer = args.with_fixer
fixer_tol = args.fixer_tol
with_cross_scenario_cuts = args.with_cross_scenario_cuts
scensavail = [3, 5, 10, 25, 50, 100]
if num_scen not in scensavail:
raise RuntimeError("num-scen was {}, but must be in {}".\
format(num_scen, scensavail))
scenario_creator_kwargs = {
"scenario_count": num_scen,
"path": str(num_scen) + "scenarios_r1",
}
scenario_creator = uc.scenario_creator
scenario_denouement = uc.scenario_denouement
all_scenario_names = [f"Scenario{i+1}" for i in range(num_scen)]
rho_setter = uc._rho_setter
# Things needed for vanilla cylinders
beans = (args, scenario_creator, scenario_denouement, all_scenario_names)
### start ph spoke ###
# Start with Vanilla PH hub
hub_dict = vanilla.ph_hub(*beans,
scenario_creator_kwargs=scenario_creator_kwargs,
ph_extensions=MultiExtension,
rho_setter=rho_setter)
# Extend and/or correct the vanilla dictionary
ext_classes = [Gapper]
if with_fixer:
ext_classes.append(Fixer)
if with_cross_scenario_cuts:
ext_classes.append(CrossScenarioExtension)
if args.xhat_closest_tree:
ext_classes.append(XhatClosest)
hub_dict["opt_kwargs"]["extension_kwargs"] = {"ext_classes": ext_classes}
if with_cross_scenario_cuts:
hub_dict["opt_kwargs"]["options"]["cross_scen_options"]\
= {"check_bound_improve_iterations" : args.cross_scenario_iter_cnt}
if with_fixer:
hub_dict["opt_kwargs"]["options"]["fixeroptions"] = {
"verbose": args.with_verbose,
"boundtol": fixer_tol,
"id_fix_list_fct": uc.id_fix_list_fct,
}
if args.xhat_closest_tree:
hub_dict["opt_kwargs"]["options"]["xhat_closest_options"] = {
"xhat_solver_options": dict(),
"keep_solution": True
}
if args.ph_mipgaps_json is not None:
with open(args.ph_mipgaps_json) as fin:
din = json.load(fin)
mipgapdict = {int(i): din[i] for i in din}
else:
mipgapdict = None
hub_dict["opt_kwargs"]["options"]["gapperoptions"] = {
"verbose": args.with_verbose,
"mipgapdict": mipgapdict
}
if args.default_rho is None:
# since we are using a rho_setter anyway
hub_dict.opt_kwargs.options["defaultPHrho"] = 1
### end ph spoke ###
# FWPH spoke
if with_fwph:
fw_spoke = vanilla.fwph_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
# Standard Lagrangian bound spoke
if with_lagrangian:
lagrangian_spoke = vanilla.lagrangian_spoke(
*beans,
scenario_creator_kwargs=scenario_creator_kwargs,
rho_setter=rho_setter)
# xhat looper bound spoke
if with_xhatlooper:
xhatlooper_spoke = vanilla.xhatlooper_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
# xhat shuffle bound spoke
if with_xhatshuffle:
xhatshuffle_spoke = vanilla.xhatshuffle_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
# cross scenario cut spoke
if with_cross_scenario_cuts:
cross_scenario_cuts_spoke = vanilla.cross_scenario_cuts_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
list_of_spoke_dict = list()
if with_fwph:
list_of_spoke_dict.append(fw_spoke)
if with_lagrangian:
list_of_spoke_dict.append(lagrangian_spoke)
if with_xhatlooper:
list_of_spoke_dict.append(xhatlooper_spoke)
if with_xhatshuffle:
list_of_spoke_dict.append(xhatshuffle_spoke)
if with_cross_scenario_cuts:
list_of_spoke_dict.append(cross_scenario_cuts_spoke)
spcomm, opt_dict = sputils.spin_the_wheel(hub_dict, list_of_spoke_dict)
if args.solution_dir is not None:
sputils.write_spin_the_wheel_tree_solution(
spcomm, opt_dict, args.solution_dir,
uc.scenario_tree_solution_writer)
def main():
args = _parse_args()
inst = args.instance_name
num_scen = int(inst.split("-")[-3])
if args.num_scens is not None and args.num_scens != num_scen:
raise RuntimeError("Argument num-scens={} does not match the number "
"implied by instance name={} "
"\n(--num-scens is not needed for netdes)")
with_fwph = args.with_fwph
with_xhatlooper = args.with_xhatlooper
with_xhatshuffle = args.with_xhatshuffle
with_lagrangian = args.with_lagrangian
with_slamup = args.with_slamup
with_cross_scenario_cuts = args.with_cross_scenario_cuts
if args.default_rho is None:
raise RuntimeError("The --default-rho option must be specified")
path = f"{netdes.__file__[:-10]}/data/{inst}.dat"
scenario_creator = netdes.scenario_creator
scenario_denouement = netdes.scenario_denouement
all_scenario_names = [f"Scen{i}" for i in range(num_scen)]
scenario_creator_kwargs = {"path": path}
# Things needed for vanilla cylinders
beans = (args, scenario_creator, scenario_denouement, all_scenario_names)
if with_cross_scenario_cuts:
ph_ext = CrossScenarioExtension
else:
ph_ext = None
# Vanilla PH hub
hub_dict = vanilla.ph_hub(*beans,
scenario_creator_kwargs=scenario_creator_kwargs,
ph_extensions=ph_ext,
rho_setter=None)
if with_cross_scenario_cuts:
hub_dict["opt_kwargs"]["options"]["cross_scen_options"]\
= {"check_bound_improve_iterations" : args.cross_scenario_iter_cnt}
# FWPH spoke
if with_fwph:
fw_spoke = vanilla.fwph_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
# Standard Lagrangian bound spoke
if with_lagrangian:
lagrangian_spoke = vanilla.lagrangian_spoke(
*beans,
scenario_creator_kwargs=scenario_creator_kwargs,
rho_setter=None)
# xhat looper bound spoke
if with_xhatlooper:
xhatlooper_spoke = vanilla.xhatlooper_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
# xhat shuffle bound spoke
if with_xhatshuffle:
xhatshuffle_spoke = vanilla.xhatshuffle_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
# slam up bound spoke
if with_slamup:
slamup_spoke = vanilla.slamup_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
# cross scenario cuts spoke
if with_cross_scenario_cuts:
cross_scenario_cuts_spoke = vanilla.cross_scenario_cuts_spoke(
*beans, scenario_creator_kwargs=scenario_creator_kwargs)
list_of_spoke_dict = list()
if with_fwph:
list_of_spoke_dict.append(fw_spoke)
if with_lagrangian:
list_of_spoke_dict.append(lagrangian_spoke)
if with_xhatlooper:
list_of_spoke_dict.append(xhatlooper_spoke)
if with_xhatshuffle:
list_of_spoke_dict.append(xhatshuffle_spoke)
if with_slamup:
list_of_spoke_dict.append(slamup_spoke)
if with_cross_scenario_cuts:
list_of_spoke_dict.append(cross_scenario_cuts_spoke)
wheel = WheelSpinner(hub_dict, list_of_spoke_dict)
wheel.spin()
if write_solution:
wheel.write_first_stage_solution('netdes_build.csv')
wheel.write_tree_solution('netdes_full_solution')