def test_passed_runhistory_deterministic(self):
''' test if passed runhistory is in resulting runhistory '''
scen = Scenario(self.scen_fn,
cmd_options={
'run_obj': 'quality',
'train_insts': self.train_insts,
'deterministic': True
})
scen.instance_specific = self.inst_specs
validator = Validator(scen, self.trajectory, self.rng)
# Add a few runs and check, if they are correctly processed
old_configs = [entry["incumbent"] for entry in self.trajectory]
old_rh = RunHistory()
for config in old_configs[:int(len(old_configs) / 2)]:
old_rh.add(config, 1, 1, StatusType.SUCCESS, instance_id='0')
configs = validator._get_configs('all')
insts = validator._get_instances('train')
runs_w_rh = validator._get_runs(configs,
insts,
repetitions=2,
runhistory=old_rh)
runs_wo_rh = validator._get_runs(configs, insts, repetitions=2)
self.assertEqual(len(runs_w_rh[0]), len(runs_wo_rh[0]) - 4)
self.assertEqual(len(runs_w_rh[1].data), 4)
self.assertEqual(len(runs_wo_rh[1].data), 0)
def test_passed_runhistory(self):
''' test if passed runhistory is in resulting runhistory '''
scen = Scenario(self.scen_fn,
cmd_args={'run_obj':'quality',
'instances' : self.train_insts,
'test_instances': self.test_insts})
scen.instance_specific = self.inst_specs
validator = Validator(scen, self.trajectory, self.rng)
# Add a few runs and check, if they are correctly processed
old_configs = [entry["incumbent"] for entry in self.trajectory]
old_rh = RunHistory(average_cost)
seeds = [127 for i in range(int(len(old_configs)/2))]
seeds[-1] = 126 # Test instance_seed-structure in validation
for config in old_configs[:int(len(old_configs)/2)]:
old_rh.add(config, 1, 1, StatusType.SUCCESS, instance_id='0',
seed=seeds[old_configs.index(config)])
configs = validator._get_configs('all')
insts = validator._get_instances('train')
runs_w_rh = validator.get_runs(configs, insts, repetitions=2,
runhistory=old_rh)
runs_wo_rh = validator.get_runs(configs, insts, repetitions=2)
self.assertEqual(len(runs_w_rh[0]), len(runs_wo_rh[0]) - 4)
self.assertEqual(len(runs_w_rh[1].data), 4)
self.assertEqual(len(runs_wo_rh[1].data), 0)
def test_passed_runhistory(self):
''' test if passed runhistory is in resulting runhistory '''
self.scen.train_insts = self.train_insts
self.scen.test_insts = self.test_insts
validator = Validator(self.scen, self.trajectory, self.output_rh,
self.rng)
# Add a few runs and check, if they are correctly processed
old_configs = [entry["incumbent"] for entry in self.trajectory]
old_rh = RunHistory(average_cost)
for config in old_configs[:int(len(old_configs) / 2)]:
old_rh.add(config,
1,
1,
StatusType.SUCCESS,
instance_id='0',
seed=127)
configs = validator._get_configs('all')
insts = validator._get_instances('train')
runs_w_rh = validator.get_runs(configs,
insts,
repetitions=2,
runhistory=old_rh)
runs_wo_rh = validator.get_runs(configs, insts, repetitions=2)
self.assertEqual(len(runs_w_rh), len(runs_wo_rh) - 4)
def test_passed_runhistory_no_insts(self):
''' test passed runhistory, without instances '''
scen = Scenario(self.scen_fn,
cmd_args={'run_obj':'quality'})
scen.instance_specific = self.inst_specs
validator = Validator(scen, self.trajectory, self.rng)
# Add a few runs and check, if they are correctly processed
old_configs = [entry["incumbent"] for entry in self.trajectory]
old_rh = RunHistory(average_cost)
for config in old_configs[:int(len(old_configs)/2)]:
old_rh.add(config, 1, 1, StatusType.SUCCESS, seed=127)
configs = validator._get_configs('all')
insts = validator._get_instances('train')
runs_w_rh = validator.get_runs(configs, insts, repetitions=2,
runhistory=old_rh)
runs_wo_rh = validator.get_runs(configs, insts, repetitions=2)
self.assertEqual(len(runs_w_rh[0]), len(runs_wo_rh[0]) - 4)
self.assertEqual(len(runs_w_rh[1].data), 4)
self.assertEqual(len(runs_wo_rh[1].data), 0)
