rulesNFA.py
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'''
Created on 24 sty 2014
@author: mlenart
'''
from morfeuszbuilder.segrules.rulesFSA import RulesFSA, RulesState
class RulesNFAState(object):
statesCounter = 0
def __init__(self, rule, initial=False, final=False, weak=False, autogenerated=False):
self.rule = rule
self.transitionsMap = {}
# self.transitionsDataMap = {}
self.initial = initial
self.final = final
self.weak = weak
self.autogenerated = autogenerated
self.idx = RulesNFAState.statesCounter
RulesNFAState.statesCounter += 1
def addTransition(self, label, targetState):
assert label is None or len(label) == 2
self.transitionsMap.setdefault(label, set())
self.transitionsMap[label].add(targetState)
def getClosure(self, visited):
if self in visited:
return set()
else:
visited.add(self)
res = set()
res.add(self)
for nextState in self.transitionsMap.get(None, []):
res |= nextState.getClosure(visited)
return res
def dfs(self, visitedStates=set()):
if not self in visitedStates:
visitedStates.add(self)
yield self
for _, nextStates in list(self.transitionsMap.items()):
for state in nextStates:
for state1 in state.dfs(visitedStates):
yield state1
def debug(self):
print('----------------')
print(('STATE:', self.idx))
for label, nextStates in list(self.transitionsMap.items()):
print((label, '-->', [s.idx for s in sorted(nextStates, key=lambda s: s.idx)]))
class RulesNFA(object):
def __init__(self):
self.initialState = RulesNFAState(rule=None, initial=True)
def _groupOutputByLabels(self, nfaStates):
res = {}
for nfaState in nfaStates:
for label, nextStates in list(nfaState.transitionsMap.items()):
if label is not None:
# transitionData = nfaState.transitionsDataMap[label]
segnum, shiftOrth = label
res.setdefault((segnum, shiftOrth), set())
for nextNFAState in nextStates:
res[(segnum, shiftOrth)] |= nextNFAState.getClosure(set())
return res
def _doConvertState(self, dfaState, nfaStates, nfaSubset2DFAState):
weakHits = [state.weak for state in [state for state in nfaStates if state.final and not state.autogenerated]]
if not all(weakHits) \
and any(weakHits):
weakState = list([state for state in nfaStates if state.final and state.weak])[0]
nonWeakState = list([state for state in nfaStates if state.final and not state.weak])[0]
raise InconsistentStateWeaknessException(weakState, nonWeakState)
weak = any([state.weak and state.final for state in [state for state in nfaStates if not state.autogenerated]])
final = any([state.final for state in nfaStates])
# assert not weak or not final
if final:
# dfaState should be final
# and contain info about weakness
dfaState.setAsAccepting(weak=weak)
# dfaState.encodedData = bytearray([1 if weak else 0])
for (segnum, shiftOrth), nextNFAStates in list(self._groupOutputByLabels(nfaStates).items()):
key = frozenset(nextNFAStates)
if key in nfaSubset2DFAState:
nextDFAState = nfaSubset2DFAState[key]
else:
nextDFAState = RulesState()
nfaSubset2DFAState[key] = nextDFAState
self._doConvertState(nextDFAState, nextNFAStates, nfaSubset2DFAState)
dfaState.setTransition((segnum, shiftOrth), nextDFAState)
# dfaState.setTransitionData(label, transitionData)
def convertToDFA(self):
dfa = RulesFSA()
startStates = self.initialState.getClosure(set())
assert not any([s for s in startStates if s.final])
dfa.initialState = RulesState()
self._doConvertState(dfa.initialState, startStates, {frozenset(startStates): dfa.initialState})
return dfa
def debug(self):
for state in self.initialState.dfs():
state.debug()
class InconsistentStateWeaknessException(Exception):
def __init__(self, weakState, nonWeakState):
self.weakState = weakState
self.nonWeakState = nonWeakState