def test_add_ga_classifier_add(self, cfg):
# given
cl_1 = Classifier(action=1, cfg=cfg)
cl_2 = Classifier(action=2, condition='1#######', cfg=cfg)
cl_3 = Classifier(action=3, cfg=cfg)
cl_4 = Classifier(action=4, cfg=cfg)
action_set = ClassifiersList(*[cl_1], cfg=cfg)
match_set = ClassifiersList(cfg=cfg)
population = ClassifiersList(*[cl_1, cl_3, cl_4], cfg=cfg)
# when
action_set.add_ga_classifier(cl_2, match_set, population)
# then
assert ClassifiersList(*[cl_2], cfg=cfg) == match_set
assert ClassifiersList(*[cl_1, cl_3, cl_4, cl_2],
cfg=cfg) == population
def test_add_ga_classifier_increase_numerosity(self, cfg):
# given
cl_1 = Classifier(action=2, condition='1#######', cfg=cfg)
cl_2 = Classifier(action=2, condition='1#######', cfg=cfg)
cl_3 = Classifier(action=3, cfg=cfg)
cl_4 = Classifier(action=4, cfg=cfg)
action_set = ClassifiersList(*[cl_1], cfg=cfg)
match_set = ClassifiersList(*[cl_1], cfg=cfg)
population = ClassifiersList(*[cl_1, cl_3, cl_4], cfg=cfg)
# when
action_set.add_ga_classifier(cl_2, match_set, population)
new_classifier = Classifier(action=2,
condition=Condition('1#######'),
numerosity=2,
cfg=cfg)
# then
assert ClassifiersList(*[new_classifier, cl_3, cl_4],
cfg=cfg) == population
