def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [
Trait("Barowalny"),
Trait("Konieczny"),
Trait("Bolszoj")
]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s3),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1),
(self.traits2[0], self.s3),
(self.traits[2], self.s1)])
self.o4 = Observation(self.ident1, [(self.traits[2], self.s3),
(self.traits2[0], self.s3),
(self.traits[2], self.s2)])
self.o5 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s2),
(self.traits[1], self.s3)], 1)
self.bp1 = BaseProfile(1, [self.o1, self.o2, self.o3])
self.bp2 = BaseProfile(2, [self.o1, self.o5, self.o4])
self.bp3 = BaseProfile(3, [self.o5, self.o1, self.o3])
self.bp4 = BaseProfile(3, [self.o5])
def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [
Trait("Barowalny"),
Trait("Konieczny"),
Trait("Bolszoj")
]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.object_type = ObjectType(1, self.traits)
self.object_type2 = ObjectType(2, self.traits2)
self.im1 = IndividualModel(self.ident1, self.object_type)
self.im2 = IndividualModel(self.ident2, self.object_type2)
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s3),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1),
(self.traits2[0], self.s3),
(self.traits[2], self.s1)])
self.o4 = Observation(self.ident1, [(self.traits[2], self.s3),
(self.traits2[0], self.s3),
(self.traits[2], self.s2)])
self.o5 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s2),
(self.traits[1], self.s3)], 1)
self.bp1 = BaseProfile(1, [self.o1, self.o2, self.o3])
self.bp2 = BaseProfile(2, [self.o1, self.o5, self.o4])
self.bp3 = BaseProfile(3, [self.o5, self.o1, self.o3])
self.bp4 = BaseProfile(3, [self.o5])
self.cf1 = ComplexFormula(self.im1, [self.traits[0], self.traits[1]],
[self.s2, self.s3], LogicalOperator.AND)
self.cf2 = ComplexFormula(self.im2, [self.traits2[0], self.traits2[1]],
[self.s1, self.s1], LogicalOperator.AND)
self.sf1 = SimpleFormula(self.im1, self.traits[1], self.s1)
self.sf3 = SimpleFormula(self.im2, self.traits2[2], self.s2)
self.dk1 = DistributedKnowledge(self.cf1, [self.bp1, self.bp4], 1)
self.dk2 = DistributedKnowledge(self.cf2, [self.bp2, self.bp3], 2)
self.dk3 = DistributedKnowledge(self.sf1, [self.bp1, self.bp2])
self.dk4 = DistributedKnowledge(self.sf3, [self.bp3], 12)
def test_add_observations_is(self):
newo = Observation(self.ident2, [(self.traits[1], self.s1)], 1)
self.bp4.add_observations_is([newo])
self.assertEqual(self.bp4.get_observations_is(), {
self.traits[1]: self.o5,
self.traits[1]: newo
})
def test_add_observation_which_state_you_know_not(self):
newo = Observation(self.ident2, [(self.traits[1], self.s1)], 1)
self.bp4.add_observation_which_state_you_know_not(newo)
self.assertEqual(self.bp4.get_observations_is(), {
self.traits[1]: self.o5,
self.traits[1]: newo
})
def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [
Trait("Barowalny"),
Trait("Konieczny"),
Trait("Bolszoj")
]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.object_type = ObjectType(1, self.traits)
self.object_type2 = ObjectType(2, self.traits2)
self.im1 = IndividualModel(self.ident1, self.object_type)
self.im2 = IndividualModel(self.ident2, self.object_type2)
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1),
(self.traits2[0], self.s3),
(self.traits[2], self.s1)])
self.o4 = Observation(self.ident1, [(self.traits[2], self.s3),
(self.traits2[0], self.s3),
(self.traits[2], self.s2)])
self.o5 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s1),
(self.traits[1], self.s3)], 1)
self.o6 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o7 = Observation(self.ident2, [(self.traits2[1], self.s2),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.bp1 = BaseProfile(1, [self.o1, self.o2, self.o3])
self.bp2 = BaseProfile(2, [self.o1, self.o5, self.o4])
self.bp3 = BaseProfile(3, [self.o5, self.o1, self.o3])
self.bp4 = BaseProfile(3, [self.o1])
self.bp6 = BaseProfile(4, [self.o6])
self.trait_pair = ([self.traits2[2],
self.traits[1]], [self.traits2[0], self.traits[1]])
self.DE = DistanceEstimator()
self.CC = CompositeContext(self.DE, [self.bp1, self.bp4, self.bp6], 1,
1)
def extract_observations(self):
"""
Gets observation data extracted from csv file and turns them into actual objects
:return: list(Observation): list of observations
"""
scope = CSVReader.get_some_observations()
out = []
for x in scope:
traitsnstates = []
for tuplecik in x[1]:
trait = self.get_object_type(x[0])[0].get_object_type().get_traits()[int(tuplecik[0])]
state = self.state_dict.get(tuplecik[1])
traitsnstates.append((trait, state))
out.append(Observation(x[0], traitsnstates, x[2]))
return out
def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [
Trait("Barowalny"),
Trait("Konieczny"),
Trait("Bolszoj")
]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.object_type = ObjectType(1, self.traits)
self.object_type2 = ObjectType(2, self.traits2)
self.im1 = IndividualModel(self.ident1, self.object_type)
self.im2 = IndividualModel(self.ident2, self.object_type2)
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1),
(self.traits2[0], self.s3),
(self.traits[2], self.s1)])
self.o4 = Observation(self.ident1, [(self.traits[2], self.s3),
(self.traits2[0], self.s3),
(self.traits[2], self.s2)])
self.o5 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s1),
(self.traits[1], self.s3)], 1)
self.o6 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o7 = Observation(self.ident1, [(self.traits[0], self.s2),
(self.traits[1], self.s1),
(self.traits[2], self.s1)], 1)
self.o8 = Observation(self.ident2, [(self.traits2[0], self.s1),
(self.traits2[1], self.s2),
(self.traits2[2], self.s1)], 1)
self.o9 = Observation(self.ident2, [(self.traits2[0], self.s1),
(self.traits2[1], self.s2),
(self.traits2[2], self.s1)], 1)
self.bp1 = BaseProfile(1, [self.o1, self.o2, self.o3])
self.bp2 = BaseProfile(2, [self.o1, self.o5, self.o4])
self.bp3 = BaseProfile(3, [self.o5, self.o1, self.o3])
self.bp4 = BaseProfile(3, [self.o5])
self.bp5 = BaseProfile(14, [self.o7])
self.bp6 = BaseProfile(4, [self.o6])
self.bp7 = BaseProfile(324, [self.o8])
self.bp8 = BaseProfile(34, [self.o9])
self.cf1 = ComplexFormula(self.im1, [self.traits[0], self.traits[1]],
[self.s2, self.s1], LogicalOperator.AND)
self.cf2 = ComplexFormula(self.im2, [self.traits2[0], self.traits2[1]],
[self.s1, self.s1], LogicalOperator.AND)
self.cf3 = ComplexFormula(self.im2, [self.traits2[0], self.traits2[1]],
[self.s1, self.s1], LogicalOperator.OR)
self.cf4 = ComplexFormula(self.im2, [self.traits2[0], self.traits2[1]],
[self.s1, self.s1], LogicalOperator.XOR)
self.sf1 = SimpleFormula(self.im1, self.traits[1], self.s1)
self.sf3 = SimpleFormula(self.im2, self.traits2[2], self.s2)
self.sf4 = SimpleFormula(self.im2, self.traits2[1], self.s1)
self.dk1 = DistributedKnowledge(self.cf1, [self.bp1, self.bp4], 1)
self.dk2 = DistributedKnowledge(self.cf2, [self.bp2, self.bp3], 2)
self.dk3 = DistributedKnowledge(self.sf1, [self.bp4])
self.dk4 = DistributedKnowledge(self.sf3, [self.bp3], 12)
self.dk5 = DistributedKnowledge(self.sf4, [self.bp6, self.bp4], 12)
self.dk6 = DistributedKnowledge(self.cf1, [self.bp5], 12)
self.dk7 = DistributedKnowledge(self.cf3, [self.bp7], 121)
self.dk8 = DistributedKnowledge(self.cf4, [self.bp8], 11)
self.cfot1 = ComplexFormulaOT([self.ident1, self.ident2],
[self.s2, self.s1], LogicalOperator.AND)
self.cfot2 = ComplexFormulaOT([self.ident1, self.ident3],
[self.s1, self.s2], LogicalOperator.OR,
Tense.FUTURE)
self.dk9 = DistributedKnowledge(self.cfot1, [self.bp4], 11)
self.dk10 = DistributedKnowledge(self.cfot2, [self.bp3, self.bp2],
1321)
def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [
Trait("Barowalny"),
Trait("Konieczny"),
Trait("Bolszoj")
]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.object_type = ObjectType(1, self.traits)
self.object_type2 = ObjectType(2, self.traits2)
self.im1 = IndividualModel(self.ident1, self.object_type)
self.im2 = IndividualModel(self.ident2, self.object_type2)
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1),
(self.traits2[0], self.s3),
(self.traits[2], self.s1)])
self.o4 = Observation(self.ident1, [(self.traits[2], self.s3),
(self.traits2[0], self.s3),
(self.traits[2], self.s2)])
self.o5 = Observation(self.ident2, [(self.traits2[1], self.s2),
(self.traits2[2], self.s2),
(self.traits[1], self.s3)], 1)
self.o6 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o7 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o8 = Observation(self.ident2, [(self.traits2[1], self.s2),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o9 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s2)], 1)
self.bp1 = BaseProfile(1, [self.o1, self.o2, self.o3])
self.bp2 = BaseProfile(2, [self.o1, self.o5, self.o4])
self.bp3 = BaseProfile(3, [self.o5, self.o1, self.o3])
self.bp4 = BaseProfile(3, [self.o5])
self.bp5 = BaseProfile(3, [self.o7])
self.bp6 = BaseProfile(3, [self.o8])
self.bp7 = BaseProfile(3, [self.o9])
self.cf1 = ComplexFormula(self.im1, [self.traits[0], self.traits[1]],
[self.s2, self.s3], LogicalOperator.AND)
self.cf2 = ComplexFormula(self.im2, [self.traits2[0], self.traits2[1]],
[self.s1, self.s1], LogicalOperator.AND)
self.cf3 = ComplexFormula(self.im1, [self.traits[1], self.traits[2]],
[self.s2, self.s1], LogicalOperator.AND)
self.cf4 = ComplexFormula(self.im2, [self.traits2[1], self.traits2[2]],
[self.s1, self.s1], LogicalOperator.AND)
self.dk1 = DistributedKnowledge(self.cf1, [self.bp1, self.bp4], 1)
self.dk2 = DistributedKnowledge(self.cf2, [self.bp2, self.bp3], 2)
self.dk5 = DistributedKnowledge(self.cf3, [self.bp1, self.bp4], 1)
self.dk6 = DistributedKnowledge(
self.cf4, [self.bp4, self.bp5, self.bp6, self.bp7], 2)
self.nbholon1 = NonBinaryHolon(self.dk1)
self.nbholon2 = NonBinaryHolon(self.dk2)
self.nbholon3 = NonBinaryHolon(self.dk5)
self.nbholon4 = NonBinaryHolon(self.dk6)
self.wM1 = WokeMemory([self.nbholon1, self.nbholon2],
[self.bp4, self.bp5, self.bp6, self.bp7])
class ObservationsTest(unittest.TestCase):
def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [
Trait("Barowalny"),
Trait("Konieczny"),
Trait("Bolszoj")
]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s3),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1),
(self.traits2[0], self.s3),
(self.traits[2], self.s1)])
def test_str(self):
print(self.o2)
self.assertEqual(
str(self.o2),
"{QRCode{id=2} ['Krasny might_be ', 'Konieczny is_not ',"
" 'Krasny is_not '] observed: 1}")
def test_get_identifier(self):
self.assertEqual(self.o1.get_identifier(), self.ident1)
self.assertEqual(self.o2.get_identifier(), self.ident2)
self.assertEqual(self.o3.get_identifier(), self.ident3)
def test_get_observed(self):
self.assertEqual(self.o1.get_observed(), [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.assertEqual(self.o2.get_observed(), [(self.traits[1], self.s3),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)])
def test_get_timestamp(self):
self.assertEqual(self.o2.get_episode(), 1)
def test_eq(self):
self.assertEqual(self.o1, self.o1)
self.assertNotEqual(self.o1, self.o2)
self.assertEqual(self.o2, self.o2)
def tearDown(self):
self.traits2 = None
self.traits = None
self.ident1 = None
self.ident2 = None
self.ident3 = None
self.o1 = None
self.o2 = None
self.o3 = None
self.s1 = None
self.s2 = None
self.s3 = None
def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [
Trait("Barowalny"),
Trait("Konieczny"),
Trait("Bolszoj")
]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.object_type = ObjectType(1, self.traits)
self.object_type2 = ObjectType(2, self.traits2)
self.im1 = IndividualModel(self.ident1, self.object_type)
self.im2 = IndividualModel(self.ident2, self.object_type2)
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1),
(self.traits2[2], self.s1),
(self.traits[1], self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s1),
(self.traits2[1], self.s2),
(self.traits[1], self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1),
(self.traits2[0], self.s3),
(self.traits[2], self.s1)])
self.o4 = Observation(self.ident1, [(self.traits[2], self.s3),
(self.traits2[0], self.s3),
(self.traits[2], self.s2)])
self.o5 = Observation(self.ident2, [(self.traits2[1], self.s2),
(self.traits2[2], self.s2),
(self.traits[1], self.s3)], 1)
self.o6 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o7 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o8 = Observation(self.ident2, [(self.traits2[1], self.s2),
(self.traits[1], self.s1),
(self.traits2[2], self.s1)], 1)
self.o9 = Observation(self.ident2, [(self.traits2[1], self.s1),
(self.traits[1], self.s1),
(self.traits2[2], self.s2)], 1)
self.bp1 = BaseProfile(1, [self.o1, self.o2, self.o3])
self.bp2 = BaseProfile(2, [self.o1, self.o5, self.o4])
self.bp3 = BaseProfile(3, [self.o5, self.o1, self.o3])
self.bp4 = BaseProfile(3, [self.o5])
self.bp5 = BaseProfile(3, [self.o7])
self.bp6 = BaseProfile(3, [self.o8])
self.bp7 = BaseProfile(3, [self.o9])
self.cf1 = ComplexFormula(self.im1, [self.traits[0], self.traits[1]],
[self.s2, self.s3], LogicalOperator.AND)
self.cf2 = ComplexFormula(self.im2, [self.traits2[0], self.traits2[1]],
[self.s1, self.s1], LogicalOperator.AND)
self.cf3 = ComplexFormula(self.im1, [self.traits[1], self.traits[2]],
[self.s2, self.s1], LogicalOperator.AND)
self.cf4 = ComplexFormula(self.im2, [self.traits2[1], self.traits2[2]],
[self.s1, self.s1], LogicalOperator.AND)
self.dk1 = DistributedKnowledge(self.cf1, [self.bp1, self.bp4], 1)
self.dk2 = DistributedKnowledge(self.cf2, [self.bp2, self.bp3], 2)
self.dk5 = DistributedKnowledge(self.cf3, [self.bp1, self.bp4], 1)
self.dk6 = DistributedKnowledge(
self.cf4, [self.bp4, self.bp5, self.bp6, self.bp7], 2)
self.DE = DistanceEstimator()
self.CC = CompositeContext(self.DE, [self.bp1, self.bp4], 1, 1)
self.CC2 = CompositeContext(self.DE,
[self.bp4, self.bp5, self.bp6, self.bp7],
1, 1)
self.CC3 = CompositeContext(self.DE,
[self.bp4, self.bp5, self.bp6, self.bp7],
3, 1)
self.nbholon1 = NonBinaryHolon(self.dk1)
self.nbholon2 = NonBinaryHolon(self.dk2)
self.nbholon3 = NonBinaryHolon(self.dk5)
self.nbholon4 = NonBinaryHolon(self.dk6)
self.nbholon5 = NonBinaryHolon(self.dk5,
self.CC.get_contextualized_bpset())
self.nbholon6 = NonBinaryHolon(self.dk6,
self.CC2.get_contextualized_bpset())
self.nbholon7 = NonBinaryHolon(self.dk6,
self.CC3.get_contextualized_bpset())
self.cfot1 = ComplexFormulaOT([self.ident1, self.ident2],
[self.s2, self.s1], LogicalOperator.AND)
self.cfot2 = ComplexFormulaOT([self.ident1, self.ident3],
[self.s1, self.s2], LogicalOperator.OR,
Tense.FUTURE)
self.cfot3 = ComplexFormulaOT([self.ident1, self.ident3],
[self.s1, self.s1], LogicalOperator.AND,
Tense.PRESENT)
self.dk11 = DistributedKnowledge(self.cfot3, [self.bp4], 11)
self.nbholon9 = NonBinaryHolon(self.dk11)
self.dk9 = DistributedKnowledge(self.cfot1, [self.bp4], 11)
self.dk10 = DistributedKnowledge(self.cfot2, [self.bp3, self.bp2],
1321)
self.nbholon8 = NonBinaryHolon(self.dk10)
def setUp(self):
self.ident1 = QRCode("1")
self.ident2 = QRCode("2")
self.ident3 = QRCode("-231")
self.traits = [Trait("Obly"), Trait("Krasny"), Trait("Sowiecki")]
self.traits2 = [Trait("Barowalny"), Trait("Konieczny"), Trait("Bolszoj")]
self.s1 = State.IS
self.s2 = State.IS_NOT
self.s3 = State.MAYHAPS
self.object_type = ObjectType(1, self.traits)
self.object_type2 = ObjectType(2, self.traits2)
self.im1 = IndividualModel(self.ident1, self.object_type)
self.im2 = IndividualModel(self.ident2, self.object_type2)
self.o1 = Observation(self.ident1, [(self.traits[0], self.s1), (self.traits2[2], self.s1), (self.traits[1],
self.s2)])
self.o2 = Observation(self.ident2, [(self.traits[1], self.s1), (self.traits2[1], self.s2), (self.traits[1],
self.s2)], 1)
self.o3 = Observation(self.ident3, [(self.traits[2], self.s1), (self.traits2[0], self.s3), (self.traits[2],
self.s1)])
self.o4 = Observation(self.ident1, [(self.traits[2], self.s3), (self.traits2[0], self.s3), (self.traits[2],
self.s2)])
self.o5 = Observation(self.ident2, [(self.traits[1], self.s1), (self.traits2[1], self.s1), (self.traits[1],
self.s3)], 1)
self.o6 = Observation(self.ident2, [(self.traits2[1], self.s1), (self.traits[1], self.s1), (self.traits2[2],
self.s1)], 1)
self.o7 = Observation(self.ident2, [(self.traits2[1], self.s2), (self.traits[1], self.s1), (self.traits2[2],
self.s1)], 1)
self.bp1 = BaseProfile(1, [self.o1, self.o2, self.o3])
self.bp2 = BaseProfile(2, [self.o1, self.o5, self.o4])
self.bp3 = BaseProfile(3, [self.o5, self.o1, self.o3])
self.bp4 = BaseProfile(3, [self.o5])
self.bp6 = BaseProfile(4, [self.o6])
self.bp7 = BaseProfile(4, [self.o7])
self.cf1 = ComplexFormula(self.im1, [self.traits[0], self.traits[1]], [self.s2, self.s3], LogicalOperator.AND)
self.cf2 = ComplexFormula(self.im2, [self.traits2[0], self.traits2[1]], [self.s1, self.s1], LogicalOperator.AND)
self.sf1 = SimpleFormula(self.im1, self.traits[1], self.s1)
self.sf3 = SimpleFormula(self.im2, self.traits2[2], self.s2)
self.sf4 = SimpleFormula(self.im2, self.traits2[1], self.s1)
self.sf5 = SimpleFormula(self.im2, self.traits2[1], self.s2)
self.dk1 = DistributedKnowledge(self.cf1, [self.bp1, self.bp4], 1)
self.dk2 = DistributedKnowledge(self.cf2, [self.bp2, self.bp3], 2)
self.dk3 = DistributedKnowledge(self.sf1, [self.bp4])
self.dk4 = DistributedKnowledge(self.sf3, [self.bp3], 12)
self.dk5 = DistributedKnowledge(self.sf4, [self.bp6, self.bp4], 12)
self.dk6 = DistributedKnowledge(self.sf5, [self.bp6, self.bp7], 12)
self.DE = DistanceEstimator()
self.CC = CompositeContext(self.DE, [self.bp6, self.bp7], 1, 1)
self.CC2 = CompositeContext(self.DE, [self.bp6, self.bp7, self.bp4], 1, 1)
self.CC3 = CompositeContext(self.DE, [self.bp6, self.bp6, self.bp2], 2, 1)
self.bholon1 = BinaryHolon(self.dk3)
self.bholon2 = BinaryHolon(self.dk4)
self.bholon3 = BinaryHolon(self.dk5)
self.bholon4 = BinaryHolon(self.dk6)
self.bholon5 = BinaryHolon(self.dk6, self.CC.get_contextualized_bpset())
self.bholon6 = BinaryHolon(self.dk3, self.CC2.get_contextualized_bpset())
self.bholon7 = BinaryHolon(self.dk5, self.CC2.get_contextualized_bpset())
self.bholon8 = BinaryHolon(self.dk5, self.CC3.get_contextualized_bpset())