def __init__(self,
double_metaphone=False,
metaphone=False,
soundex=False,
nysiis=False,
caverphone=False,
*args,
**kwargs):
self.funs = {}
if double_metaphone:
self.funs['double-metaphone'] = lambda s: dm(unicode(s))
if metaphone:
self.funs['metaphone'] = phonetics.metaphone
if soundex:
self.funs['soundex'] = phonetics.soundex
if nysiis:
self.funs['nysiis'] = phonetics.nysiis
if caverphone:
self.funs['caverphone'] = phonetics.caverphone
# for some reason don't get self.funs if this is done first, but works if done last
ClassifierBasedPOSTagger.__init__(self, *args, **kwargs)
def feature_detector(self, tokens, index, history): feats = ClassifierBasedPOSTagger.feature_detector(self, tokens, index, history) s = tokens[index] for key, fun in self.funs.iteritems(): feats[key] = fun(s) return feats
def feature_detector(self, tokens, index, history): feats = ClassifierBasedPOSTagger.feature_detector(self, tokens, index, history) s = tokens[index] for key, fun in self.funs.iteritems(): feats[key] = fun(s) return feats
def __init__(self, double_metaphone=False, metaphone=False, soundex=False, nysiis=False, caverphone=False, *args, **kwargs):
self.funs = {}
if double_metaphone:
self.funs['double-metaphone'] = lambda s: dm(unicode(s))
if metaphone:
self.funs['metaphone'] = phonetics.metaphone
if soundex:
self.funs['soundex'] = phonetics.soundex
if nysiis:
self.funs['nysiis'] = phonetics.nysiis
if caverphone:
self.funs['caverphone'] = phonetics.caverphone
# for some reason don't get self.funs if this is done first, but works if done last
ClassifierBasedPOSTagger.__init__(self, *args, **kwargs)
