def test_restricted_extension(self):
af = IncAF(3)
af.set_argument(0, IncAF.DEFINITE_ARGUMENT)
af.set_argument(1, IncAF.NO_ARGUMENT)
af.set_argument(2, IncAF.POSSIBLE_ARGUMENT)
args = {0, 1, 2}
args_reference = {0}
self.assertEqual(af.restricted_extension(args), args_reference)
def test_equality3(self):
af1 = IncAF(3)
af2 = IncAF(3)
af1.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
af2.set_attack(0, 1, IncAF.POSSIBLE_ATTACK)
self.assertFalse(af1 == af2)
def test_equality1(self):
af1 = IncAF(3)
af2 = IncAF(3)
af1.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
af2.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
self.assertTrue(af1 == af2)
def __init__(self, n, randomize, use_extension, use_argument,
use_uncertain_args, use_uncertain_attacks):
self.n = n
self.af = IncAF(n)
self.randomize = randomize
self.use_extension = True if use_extension else False
self.use_argument = True if use_argument else False
self.use_uncertain_args = True if use_uncertain_args else False
self.use_uncertain_attacks = True if use_uncertain_attacks else False
# Determine state space depending on configuration
self.number_of_extensions = (n + 1) if use_extension else 1
self.number_of_single_args = n if use_argument else 1
self.number_of_arguments = n
self.number_of_argument_states = 2 if use_uncertain_args else 1
self.number_of_attacks = (n**2)
self.number_of_attack_states = 3 if use_uncertain_attacks else 2
self.total_count = (self.get_argument_state_space_size() *
self.get_attack_state_space_size() *
self.get_extension_state_space_size() *
self.get_single_arg_state_space_size())
self.current_count = 0
def test_possibly_attacks(self):
af = IncAF(9)
af.set_argument(0, IncAF.DEFINITE_ARGUMENT)
af.set_argument(1, IncAF.DEFINITE_ARGUMENT)
af.set_argument(2, IncAF.DEFINITE_ARGUMENT)
af.set_argument(3, IncAF.NO_ARGUMENT)
af.set_argument(4, IncAF.NO_ARGUMENT)
af.set_argument(5, IncAF.NO_ARGUMENT)
af.set_argument(6, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(7, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(8, IncAF.POSSIBLE_ARGUMENT)
af.set_attack(0, 0, IncAF.DEFINITE_ATTACK)
af.set_attack(0, 1, IncAF.NO_ATTACK)
af.set_attack(0, 2, IncAF.POSSIBLE_ATTACK)
af.set_attack(3, 3, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 4, IncAF.NO_ATTACK)
af.set_attack(3, 5, IncAF.POSSIBLE_ATTACK)
af.set_attack(6, 6, IncAF.DEFINITE_ATTACK)
af.set_attack(6, 7, IncAF.NO_ATTACK)
af.set_attack(6, 8, IncAF.POSSIBLE_ATTACK)
self.assertTrue(af.possibly_attacks(0, 0))
self.assertFalse(af.possibly_attacks(0, 1))
self.assertTrue(af.possibly_attacks(0, 2))
self.assertFalse(af.possibly_attacks(3, 3))
self.assertFalse(af.possibly_attacks(3, 4))
self.assertFalse(af.possibly_attacks(3, 5))
self.assertTrue(af.possibly_attacks(6, 6))
self.assertFalse(af.possibly_attacks(6, 7))
self.assertTrue(af.possibly_attacks(6, 8))
def test_minimal_completion(self):
af = IncAF(3)
af.set_argument(0, IncAF.DEFINITE_ARGUMENT)
af.set_argument(1, IncAF.NO_ARGUMENT)
af.set_argument(2, IncAF.POSSIBLE_ARGUMENT)
minimal_completion = IncAF(3)
minimal_completion.set_argument(0, IncAF.DEFINITE_ARGUMENT)
minimal_completion.set_argument(1, IncAF.NO_ARGUMENT)
minimal_completion.set_argument(2, IncAF.NO_ARGUMENT)
self.assertEqual(af.minimal_completion(), minimal_completion)
def test_necessary_skeptical_acceptance_and_extension_exists(self):
af = IncAF(4)
af.set_argument(0, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(1, IncAF.DEFINITE_ARGUMENT)
af.set_argument(2, IncAF.DEFINITE_ARGUMENT)
af.set_argument(3, IncAF.NO_ARGUMENT)
af.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(1, 2, IncAF.DEFINITE_ATTACK)
af.set_attack(2, 0, IncAF.POSSIBLE_ATTACK)
af.set_attack(3, 0, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 2, IncAF.DEFINITE_ATTACK)
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_CF))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_CF))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_CF))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_NECF))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_NECF))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_NECF))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_CP))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_CP))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_CP))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_GR))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_GR))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_GR))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_PR))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_PR))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_PR))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(0, IncAF.SEMANTICS_ST))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(1, IncAF.SEMANTICS_ST))
self.assertFalse(af.is_necessarily_skeptically_acceptable_and_extension_exists(2, IncAF.SEMANTICS_ST))
def test_necessary_credulous_acceptance(self):
af = IncAF(4)
af.set_argument(0, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(1, IncAF.DEFINITE_ARGUMENT)
af.set_argument(2, IncAF.DEFINITE_ARGUMENT)
af.set_argument(3, IncAF.NO_ARGUMENT)
af.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(1, 2, IncAF.DEFINITE_ATTACK)
af.set_attack(2, 0, IncAF.POSSIBLE_ATTACK)
af.set_attack(3, 0, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 2, IncAF.DEFINITE_ATTACK)
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_CF))
self.assertTrue(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_CF))
self.assertTrue(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_CF))
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_NECF))
self.assertTrue(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_NECF))
self.assertTrue(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_NECF))
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_CP))
self.assertFalse(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_CP))
self.assertFalse(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_CP))
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_GR))
self.assertFalse(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_GR))
self.assertFalse(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_GR))
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_PR))
self.assertFalse(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_PR))
self.assertFalse(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_PR))
self.assertFalse(af.is_necessarily_credulously_acceptable(0, IncAF.SEMANTICS_ST))
self.assertFalse(af.is_necessarily_credulously_acceptable(1, IncAF.SEMANTICS_ST))
self.assertFalse(af.is_necessarily_credulously_acceptable(2, IncAF.SEMANTICS_ST))
def test_possible_skeptical_acceptance(self):
af = IncAF(4)
af.set_argument(0, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(1, IncAF.DEFINITE_ARGUMENT)
af.set_argument(2, IncAF.DEFINITE_ARGUMENT)
af.set_argument(3, IncAF.NO_ARGUMENT)
af.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(1, 2, IncAF.DEFINITE_ATTACK)
af.set_attack(2, 0, IncAF.POSSIBLE_ATTACK)
af.set_attack(3, 0, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 2, IncAF.DEFINITE_ATTACK)
self.assertFalse(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_CF))
self.assertFalse(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_CF))
self.assertFalse(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_CF))
self.assertFalse(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_NECF))
self.assertFalse(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_NECF))
self.assertFalse(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_NECF))
self.assertFalse(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_AD))
self.assertFalse(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_AD))
self.assertTrue(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_NEAD))
self.assertTrue(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_NEAD))
self.assertTrue(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_NEAD))
self.assertTrue(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_CP))
self.assertTrue(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_CP))
self.assertTrue(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_CP))
self.assertTrue(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_GR))
self.assertTrue(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_GR))
self.assertTrue(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_GR))
self.assertTrue(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_PR))
self.assertTrue(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_PR))
self.assertTrue(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_PR))
self.assertTrue(af.is_possibly_skeptically_acceptable(0, IncAF.SEMANTICS_ST))
self.assertTrue(af.is_possibly_skeptically_acceptable(1, IncAF.SEMANTICS_ST))
self.assertTrue(af.is_possibly_skeptically_acceptable(2, IncAF.SEMANTICS_ST))
def test_necessary_verification(self):
af = IncAF(4)
af.set_argument(0, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(1, IncAF.DEFINITE_ARGUMENT)
af.set_argument(2, IncAF.DEFINITE_ARGUMENT)
af.set_argument(3, IncAF.NO_ARGUMENT)
af.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(1, 2, IncAF.DEFINITE_ATTACK)
af.set_attack(2, 0, IncAF.POSSIBLE_ATTACK)
af.set_attack(3, 0, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(3, 2, IncAF.DEFINITE_ATTACK)
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_CF))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_CF))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_CF))
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_NECF))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_NECF))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_NECF))
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_AD))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_AD))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_AD))
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_NEAD))
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_CP))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_CP))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_CP))
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_GR))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_GR))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_GR))
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_PR))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_PR))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_PR))
self.assertFalse(af.necessary_verification({0, 1}, IncAF.SEMANTICS_ST))
self.assertFalse(af.necessary_verification({0, 2}, IncAF.SEMANTICS_ST))
self.assertFalse(af.necessary_verification({1, 2}, IncAF.SEMANTICS_ST))
def test_necessarily_conflict_free(self):
af = IncAF(12)
af.set_argument(0, IncAF.DEFINITE_ARGUMENT)
af.set_argument(1, IncAF.DEFINITE_ARGUMENT)
af.set_argument(2, IncAF.DEFINITE_ARGUMENT)
af.set_argument(3, IncAF.DEFINITE_ARGUMENT)
af.set_argument(4, IncAF.NO_ARGUMENT)
af.set_argument(5, IncAF.NO_ARGUMENT)
af.set_argument(6, IncAF.NO_ARGUMENT)
af.set_argument(7, IncAF.NO_ARGUMENT)
af.set_argument(8, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(9, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(10, IncAF.POSSIBLE_ARGUMENT)
af.set_argument(11, IncAF.POSSIBLE_ARGUMENT)
af.set_attack(0, 1, IncAF.DEFINITE_ATTACK)
af.set_attack(0, 2, IncAF.NO_ATTACK)
af.set_attack(0, 3, IncAF.POSSIBLE_ATTACK)
af.set_attack(4, 5, IncAF.DEFINITE_ATTACK)
af.set_attack(4, 6, IncAF.NO_ATTACK)
af.set_attack(4, 7, IncAF.POSSIBLE_ATTACK)
af.set_attack(8, 9, IncAF.DEFINITE_ATTACK)
af.set_attack(8, 10, IncAF.NO_ATTACK)
af.set_attack(8, 11, IncAF.POSSIBLE_ATTACK)
self.assertFalse(af.is_necessarily_conflict_free({0, 1}))
self.assertTrue(af.is_necessarily_conflict_free({0, 2}))
self.assertFalse(af.is_necessarily_conflict_free({0, 3}))
self.assertTrue(af.is_necessarily_conflict_free({4, 5}))
self.assertTrue(af.is_necessarily_conflict_free({4, 6}))
self.assertTrue(af.is_necessarily_conflict_free({4, 7}))
self.assertFalse(af.is_necessarily_conflict_free({8, 9}))
self.assertTrue(af.is_necessarily_conflict_free({8, 10}))
self.assertFalse(af.is_necessarily_conflict_free({8, 11}))
class InstanceGenerator:
"""
Generate instances based on seeds!
- for each instance feature (see below), seed space is a contiguous sequence [0 2 ... k-1], k = feature space size
- code of argument states: [0 ... (2^n - 1)]
- code of attack states: [0 ... (3^(n^2) - 1)]
- code argument set ("extension"): [0 ... n]
- code of distinguished arg: [0 ... (n-1)]
- generator yields concrete instances
- internal function generates instance for a given seed
- keeps one single mutable instance(?)
- maybe use different generator implementations for exhaustive and specific generation?
- randomization of instances can be done by pure numeric randomization of seed space
config of instance generator:
- number arguments (fixed!)
- number arguments
- include uncertain args?
- randomize uncertain args?
- include incomplete attacks?
- include a set of args? (ranges from [1] to [1 ... n])
- include a single arg? (ranges from 1 to n)
"""
current_count = 0
total_count = 0
randomize = False # Default: Exhaustive generation, do not randomize
randomize_sample_size = 1000 # Default: If randomizing, generate 1000 samples
use_extension = False # Default: Do not generate an extension
use_argument = False # Default: Do not generate a single argument
use_uncertain_args = False # Default: Generate AFs without uncertain arguments
use_uncertain_attacks = False # Default: Generate AFs without uncertain attacks
n = None
af = None
extension = None
arg = None
def __init__(self, n, randomize, use_extension, use_argument,
use_uncertain_args, use_uncertain_attacks):
self.n = n
self.af = IncAF(n)
self.randomize = randomize
self.use_extension = True if use_extension else False
self.use_argument = True if use_argument else False
self.use_uncertain_args = True if use_uncertain_args else False
self.use_uncertain_attacks = True if use_uncertain_attacks else False
# Determine state space depending on configuration
self.number_of_extensions = (n + 1) if use_extension else 1
self.number_of_single_args = n if use_argument else 1
self.number_of_arguments = n
self.number_of_argument_states = 2 if use_uncertain_args else 1
self.number_of_attacks = (n**2)
self.number_of_attack_states = 3 if use_uncertain_attacks else 2
self.total_count = (self.get_argument_state_space_size() *
self.get_attack_state_space_size() *
self.get_extension_state_space_size() *
self.get_single_arg_state_space_size())
self.current_count = 0
def get_argument_state_space_size(self):
"""
Returns the size of the possibility space for argument states (definite, possible) for this generator.
:return: number of possible argument states
"""
return self.number_of_argument_states**self.number_of_arguments
def get_attack_state_space_size(self):
"""
Returns the size of the possibility space for attack states (definite, no, possible) for this generator.
:return: number of possible attack states
"""
return self.number_of_attack_states**self.number_of_attacks
def get_extension_state_space_size(self):
"""
Returns the size of the possibility space for extensions (subsets of arguments) for this generator.
:return: number of possible argument states
"""
return self.number_of_extensions
def get_single_arg_state_space_size(self):
"""
Returns the size of the possibility space for single args for this generator.
:return: number of possible single arguments
"""
return self.number_of_single_args
def next(self):
for args_state in range(0, self.get_argument_state_space_size()):
for attacks_state in range(0, self.get_attack_state_space_size()):
for extension_code in range(
0, self.get_extension_state_space_size()):
for arg_code in range(
0, self.get_single_arg_state_space_size()):
self.generate(args_state=args_state,
attacks_state=attacks_state,
extension=extension_code,
argument=arg_code)
self.current_count += 1
yield self
# print('DEBUG: args_state=' + str(args_state) + ' attacks_state=' + str(attacks_state) +
# ' extension=' + str(extension_code) + ' argument=' + str(arg_code))
def next_randomized(self):
while self.current_count < self.randomize_sample_size: # TODO
args_state = randrange(0, self.get_argument_state_space_size())
attacks_state = randrange(0, self.get_attack_state_space_size())
extension_code = randrange(0,
self.get_extension_state_space_size())
arg_code = randrange(0, self.get_single_arg_state_space_size())
self.generate(args_state=args_state,
attacks_state=attacks_state,
extension=extension_code,
argument=arg_code)
self.current_count += 1
yield self
def generate(self, **seed):
"""
code of argument states: [0 ... (2^n - 1)]
code of attack states: [0 ... (3^(n^2) - 1)]
code argument set ("extension"): [0 ... n]
code of distinguished arg: [0 ... (n-1)]
:param seed: instance parameter seed
:return: af representing the seed
"""
args_state_code = seed['args_state']
attacks_state_code = seed['attacks_state']
extension_code = seed['extension']
argument_code = seed['argument']
# arg state
base = self.number_of_argument_states # number of possible values for argument statuses
for arg in range(self.n):
self.af.set_argument(arg, IncAF.DEFINITE_ARGUMENT)
if self.use_uncertain_args:
state = (args_state_code // (base**arg)) % base
if state == 1:
self.af.set_argument(arg, IncAF.POSSIBLE_ARGUMENT)
# attack state
base = self.number_of_attack_states # number of possible values for attack statuses
for attacker in range(self.n):
for target in range(self.n):
state = (attacks_state_code //
(base**((self.n * attacker) + target))) % base
if state == 0:
self.af.set_attack(attacker, target, IncAF.NO_ATTACK)
elif state == 1:
self.af.set_attack(attacker, target, IncAF.DEFINITE_ATTACK)
elif state == 2:
self.af.set_attack(attacker, target, IncAF.POSSIBLE_ATTACK)
# extension
if self.use_extension:
# Does NOT generate all possible subsets of args, assumes that symmetry from AF generation can be exploited
self.extension = set([i for i in range(extension_code)])
# argument
self.arg = argument_code