class EnvironmentTest( unittest.TestCase ):
@staticmethod
def buildSuite():
suite = unittest.TestSuite()
suite.addTest(EnvironmentTest("testTotalScoreShouldEqualOne"))
suite.addTest(EnvironmentTest("testMemberScoreShouldEqual"))
suite.addTest(EnvironmentTest("testSelectionShouldSort"))
suite.addTest(EnvironmentTest("testShouldCreateNewPopulation"))
suite.addTest(EnvironmentTest("testShouldCollideObjects"))
suite.addTest(EnvironmentTest("testShouldTrackClosest"))
return suite
def setUp( self ):
from project import Environment
self.environment = Environment()
def testTotalScoreShouldEqualOne( self ):
assert len(self.environment.members) > 0, "No members added"
self.environment.perform_scoring()
total = 0.0
for member in self.environment.members:
total += member.norm_score
self.assertAlmostEqual(total, 1), "Normalized score should equal 1"
def testMemberScoreShouldEqual( self ):
member = self.environment.add_new_member()
score = (member.lifespan / 1000) * member.food
assert score == 0 or score == 1, "Uninitialized member should score 0 or 1"
member.lifespan = 25000
member.food = 5
score = (member.lifespan / 1000) * member.food
assert score == 125, "Member score did not calculate correctly"
def testShouldSelectAtRate( self ):
self.environment.perform_selection()
amount = config.selection_rate * config.population_size
assert len(self.environment.parents) == amount, "Incorrect amount of parents selected"
def testSelectionShouldSort( self ):
for m in self.environment.members:
m.score = random.randint(1, 50000)
self.environment.members.sort( key = lambda member: member.score, reverse=True )
assert self.environment.members[0].score > self.environment.members[-1].score, "Top member is not more fit than last"
def testShouldCreateNewPopulation( self ):
for m in self.environment.members:
m.lifespan = random.randint(1, 50000)
m.food = random.randint(0, 20)
self.environment.perform_scoring()
self.environment.perform_selection()
self.environment.perform_crossover()
assert len(self.environment.members) == config.population_size, "member count is not correct after crossover"
assert len(self.environment.parents) == 0, "parents were not cleared after crossover"
def testShouldCollideObjects( self ):
member = self.environment.add_new_member()
target = self.environment.add_new_target()
member.x = 0
member.y = 0
target.x = 500
target.y = 500
self.environment.targets = [target]
self.environment.check_collisions( member )
assert target.consumed == 0, "target should not have been consumed"
target.x = 0
target.y = 0
self.environment.targets = [target]
self.environment.check_collisions( member )
assert target.consumed == 1, "target should have been consumed"
def testShouldTrackClosest( self ):
member = self.environment.add_new_member()
target = self.environment.add_new_target()
member.x = 100
member.y = 100
target.x = 150
target.y = 150
self.environment.targets = [target]
self.environment.check_collisions( member )
assert member.close_to == target, "target was not tracked"
def tearDown( self ):
self.environment = None
def setUp( self ): from project import Environment self.environment = Environment()