def generate_simple_smc():
sm = StateMachine()
sm.add_init_state(0)
sm.add_finish_state(1)
sm.add_catch_state(1)
sm.add_transition(0, 1, 'a')
return sm
def _build_basic_sm(char):
sm = StateMachine()
sm.add_init_state(0)
sm.add_finish_state(1)
sm.add_catch_state(1)
sm.add_transition(sm.init_state, sm.catch_state, char)
return sm
def _build_and_sm(sm1, sm2):
sm = StateMachine()
sm.add_init_state(sm1.init_state)
for transition in sm1.transitions:
sm.add_transition(transition[0], transition[1], transition[2])
if sm1.catch_state > 0:
sm2.renumber_states(sm1.catch_state - 1)
else:
sm2.renumber_states()
for transition in sm2.transitions:
sm.add_transition(transition[0], transition[1], transition[2])
sm.add_finish_state(sm2.catch_state)
sm.add_catch_state(sm2.catch_state)
return sm
def _build_or_sm(sm1, sm2):
sm = StateMachine()
sm.add_init_state(0)
sm1.renumber_states()
sm2.renumber_states(from_number=sm1.catch_state)
sm.add_transition(sm.init_state, sm1.init_state, BaseConfig.EPSILON)
sm.add_transition(sm.init_state, sm2.init_state, BaseConfig.EPSILON)
for transition in sm1.transitions:
sm.add_transition(transition[0], transition[1], transition[2])
for transition in sm2.transitions:
sm.add_transition(transition[0], transition[1], transition[2])
sm.add_finish_state(sm2.catch_state + 1)
sm.add_catch_state(sm2.catch_state + 1)
sm.add_transition(sm1.catch_state, sm.catch_state, BaseConfig.EPSILON)
sm.add_transition(sm2.catch_state, sm.catch_state, BaseConfig.EPSILON)
sm.states = sorted(sm.states)
return sm
def _build_zero_or_more_sm(sm1):
sm = StateMachine()
sm.add_init_state(0)
sm1.renumber_states()
sm1.add_transition(sm1.catch_state, sm1.init_state, BaseConfig.EPSILON)
for transition in sm1.transitions:
sm.add_transition(transition[0], transition[1], transition[2])
sm.add_finish_state(sm1.catch_state + 1)
sm.add_catch_state(sm1.catch_state + 1)
sm.add_transition(sm.init_state, sm1.init_state, BaseConfig.EPSILON)
sm.add_transition(sm.init_state, sm.catch_state, BaseConfig.EPSILON)
sm.add_transition(sm1.catch_state, sm.catch_state, BaseConfig.EPSILON)
sm.states = sorted(sm.states)
sm.transitions = sorted(sm.transitions)
return sm
class DfaNfa:
def __init__(self, nfa):
self.nfa = nfa
if not nfa or not isinstance(nfa, StateMachine):
raise TypeError('Nfa must be non empty StateMachine class member')
self.dfa = None
def _reset_dfa(self):
self.dfa = None
def build(self):
self._reset_dfa()
self.dfa = StateMachine()
self.dfa.language = self.nfa.language
self.dfa.add_init_state(0)
dfa_states = dict()
unmarked_queue = [] # очередь с помеченными состояниями ДКА
marked_queue = []
start_state_list = self.nfa.get_e_closure(self.nfa.init_state)
unmarked_queue.append(start_state_list)
dfa_states[0] = start_state_list
dfa_state_num = 1
while len(unmarked_queue) > 0:
start_state_list = unmarked_queue.pop()
marked_queue.append(start_state_list)
for symbol in self.dfa.language:
move_list = self.nfa.get_move_list(start_state_list, symbol)
end_state_list = self.nfa.get_e_closure_list(move_list)
if end_state_list is not None and end_state_list not in marked_queue:
unmarked_queue.append(end_state_list)
dfa_states[dfa_state_num] = end_state_list
dfa_state_num += 1
# Переход в ДКА
start_state = get_dict_value_by_key(dfa_states,
start_state_list)
end_state = get_dict_value_by_key(dfa_states, end_state_list)
if start_state is not None and end_state is not None:
self.dfa.add_transition(start_state, end_state, symbol)
for state in end_state_list:
if state in self.nfa.finish_states:
self.dfa.add_finish_state(end_state)
def minimize(self):
if self.dfa is None:
raise TypeError('Use build() first')
dfa_classes = []
classes_queue = []
# Начальное разбиение
finish_states = self.dfa.finish_states
without_finish_states = list(set(self.dfa.states) - set(finish_states))
dfa_classes.append(finish_states)
dfa_classes.append(without_finish_states)
classes_queue.append(finish_states)
classes_queue.append(without_finish_states)
# Поиск эквивалентных классов состояний
while classes_queue:
curr_queue_item = classes_queue.pop()
for symbol in self.dfa.language:
# Список состояний, в которых есть переход в состояния из curr_queue_item
# по символу symbol
curr_end_list = self.dfa.get_come_list(curr_queue_item, symbol)
if curr_end_list is not None:
dfa_classes_frozen = copy.deepcopy(dfa_classes)
for curr_dfa_class in dfa_classes_frozen:
intersection = set(curr_end_list) & set(curr_dfa_class)
subtraction = set(curr_dfa_class) - set(curr_end_list)
if len(intersection) > 0 and len(subtraction) > 0:
index = dfa_classes.index(curr_dfa_class)
dfa_classes.pop(index)
dfa_classes.append(list(intersection))
dfa_classes.append(list(subtraction))
if curr_dfa_class in classes_queue:
index = classes_queue.index(curr_dfa_class)
classes_queue.pop(index)
classes_queue.append(list(intersection))
classes_queue.append(list(subtraction))
else:
if len(intersection) <= len(subtraction):
classes_queue.append(list(intersection))
else:
classes_queue.append(list(subtraction))
for dfa_class in dfa_classes:
if len(dfa_class) > 1:
self.dfa.combine_states(dfa_class)
def run(self, chain):
if self.dfa is None:
raise TypeError('Use build() first')
self.nfa.draw()
self.dfa.draw()
self.dfa.debug_print_info()
print('Входная строка: ', chain)
is_valid = True
i = 0
curr_state = self.dfa.init_state
while is_valid and i < len(chain):
print('Текущий символ: ', chain[i])
next_state = self.dfa.get_move(curr_state, chain[i])
if next_state is not None and len(next_state) == 1:
print('Переход: ', curr_state, '---> ', end='')
curr_state = next_state.pop()
print(curr_state, 'по символу ', chain[i])
else:
print('Переход не существует')
is_valid = False
i += 1
if curr_state in self.dfa.finish_states:
print('Достигнуто принимающее состояние')
else:
print('Принимающее состояние не достигнуто')
is_valid = False
print('\nРезультат: ', is_valid)
return is_valid
def test_check_finish_is_empty(self):
smc = StateMachine()
smc.add_transition(0, 1, 'a')
smc.add_init_state(0)
with self.assertRaises(BaseException):
smc._check_smc()
def test_check_init_is_none(self):
smc = StateMachine()
smc.add_transition(0, 1, 'a')
with self.assertRaises(BaseException):
smc._check_smc()
def test_add_tran_correct(self):
smc = StateMachine()
smc.add_transition(0, 1, 'a')
self.assertEqual(smc.transitions[0], [0, 1, 'a'])
self.assertEqual(smc.states, [0, 1])
self.assertEqual(smc.language, ['a'])
def test_add_tran_symbol_not_char(self):
smc = StateMachine()
with self.assertRaises(TypeError):
smc.add_transition(0, 1, 2)
def test_add_tran_end_not_int(self):
smc = StateMachine()
with self.assertRaises(TypeError):
smc.add_transition(0, 'a', 'a')