def test_stopwords(self):
stopword = [u'ＡＶ', u'女優']
print (u'Stopwords Filtering Test. Stopwords is {}'.format(u','.join(stopword)))
test_sentence = u"紗倉 まな（さくら まな、1993年3月23日 - ）は、日本のAV女優。"
juman_wrapper = JumanWrapper()
token_objects = juman_wrapper.tokenize(sentence=test_sentence,
return_list=False,
is_feature=True
)
filtered_result = juman_wrapper.filter(
parsed_sentence=token_objects,
stopwords=stopword
)
check_flag = True
for stem_posTuple in filtered_result.convert_list_object():
assert isinstance(stem_posTuple, tuple)
word_stem = stem_posTuple[0]
word_posTuple = stem_posTuple[1]
assert isinstance(word_stem, string_types)
assert isinstance(word_posTuple, tuple)
print(u'word_stem:{} word_pos:{}'.format(word_stem, ' '.join(word_posTuple)))
if word_stem in stopword: check_flag = False
assert check_flag
def test_tokenize(self):
"""This test case checks juman_wrapper.tokenize
"""
print(u'Tokenize Test')
test_sentence = u"紗倉 まな（さくら まな、1993年3月23日 - ）は、日本のAV女優。"
juman_wrapper = JumanWrapper()
token_objects = juman_wrapper.tokenize(sentence=test_sentence,
return_list=False,
is_feature=True)
assert isinstance(token_objects, TokenizedSenetence)
for t_obj in token_objects.tokenized_objects:
assert isinstance(t_obj, TokenizedResult)
print(u"word_surafce:{}, word_stem:{}, pos_tuple:{}, misc_info:{}".
format(t_obj.word_surface, t_obj.word_stem,
' '.join(t_obj.tuple_pos), t_obj.misc_info))
assert isinstance(t_obj.word_surface, string_types)
assert isinstance(t_obj.word_stem, string_types)
assert isinstance(t_obj.tuple_pos, tuple)
assert isinstance(t_obj.misc_info, dict)
token_objects_list = token_objects.convert_list_object()
assert isinstance(token_objects_list, list)
print('-' * 30)
for stem_posTuple in token_objects_list:
assert isinstance(stem_posTuple, tuple)
word_stem = stem_posTuple[0]
word_posTuple = stem_posTuple[1]
assert isinstance(word_stem, string_types)
assert isinstance(word_posTuple, tuple)
print(u'word_stem:{} word_pos:{}'.format(word_stem,
' '.join(word_posTuple)))
def test_stopwords(self):
stopword = [u'ＡＶ', u'女優']
logger.debug (u'Stopwords Filtering Test. Stopwords is {}'.format(u','.join(stopword)))
test_sentence = u"紗倉 まな（さくら まな、1993年3月23日 - ）は、日本のAV女優。"
juman_wrapper = JumanWrapper()
token_objects = juman_wrapper.tokenize(sentence=test_sentence,
return_list=False,
is_feature=True
)
filtered_result = juman_wrapper.filter(
parsed_sentence=token_objects,
stopwords=stopword
)
check_flag = True
for stem_posTuple in filtered_result.convert_list_object():
assert isinstance(stem_posTuple, tuple)
word_stem = stem_posTuple[0]
word_posTuple = stem_posTuple[1]
assert isinstance(word_stem, string_types)
assert isinstance(word_posTuple, tuple)
logger.debug(u'word_stem:{} word_pos:{}'.format(word_stem, ' '.join(word_posTuple)))
if word_stem in stopword: check_flag = False
assert check_flag
def test_juman_server_mode(self):
### test with server mode ###
### Attention: this method causes Error if you don't start JUMAN SERVER mode ###
test_sentence = u"紗倉 まな（さくら まな、1993年3月23日 - ）は、日本のAV女優。"
juman_wrapper = JumanWrapper(server='localhost', port=32000)
token_objects = juman_wrapper.tokenize(sentence=test_sentence,
return_list=False,
is_feature=True)
self.assertTrue(isinstance(token_objects, TokenizedSenetence))
list_tokens = juman_wrapper.tokenize(sentence=test_sentence,
return_list=True,
is_feature=True)
self.assertTrue(isinstance(list_tokens, list))
def test_filter_pos(self):
"""
"""
print (u'Filtering Test. POS condition is only 名詞')
test_sentence = u"紗倉 まな（さくら まな、1993年3月23日 - ）は、日本のAV女優。"
juman_wrapper = JumanWrapper()
token_objects = juman_wrapper.tokenize(sentence=test_sentence,
return_list=False,
is_feature=True
)
pos_condition = [(u'名詞', )]
filtered_result = juman_wrapper.filter(
parsed_sentence=token_objects,
pos_condition=pos_condition
)
assert isinstance(filtered_result, FilteredObject)
for t_obj in filtered_result.tokenized_objects:
assert isinstance(t_obj, TokenizedResult)
print(u"word_surafce:{}, word_stem:{}, pos_tuple:{}, misc_info:{}".format(
t_obj.word_surface,
t_obj.word_stem,
' '.join(t_obj.tuple_pos),
t_obj.misc_info
))
assert isinstance(t_obj.word_surface, string_types)
assert isinstance(t_obj.word_stem, string_types)
assert isinstance(t_obj.tuple_pos, tuple)
assert isinstance(t_obj.misc_info, dict)
assert t_obj.tuple_pos[0] == u'名詞'
print('-'*30)
for stem_posTuple in filtered_result.convert_list_object():
assert isinstance(stem_posTuple, tuple)
word_stem = stem_posTuple[0]
word_posTuple = stem_posTuple[1]
assert isinstance(word_stem, string_types)
assert isinstance(word_posTuple, tuple)
print(u'word_stem:{} word_pos:{}'.format(word_stem, ' '.join(word_posTuple)))
def test_filter_pos(self):
"""
"""
logger.debug (u'Filtering Test. POS condition is only 名詞')
test_sentence = u"紗倉 まな（さくら まな、1993年3月23日 - ）は、日本のAV女優。"
juman_wrapper = JumanWrapper()
token_objects = juman_wrapper.tokenize(sentence=test_sentence,
return_list=False,
is_feature=True
)
pos_condition = [(u'名詞', )]
filtered_result = juman_wrapper.filter(
parsed_sentence=token_objects,
pos_condition=pos_condition
)
assert isinstance(filtered_result, FilteredObject)
for t_obj in filtered_result.tokenized_objects:
assert isinstance(t_obj, TokenizedResult)
logger.debug(u"word_surafce:{}, word_stem:{}, pos_tuple:{}, misc_info:{}".format(
t_obj.word_surface,
t_obj.word_stem,
' '.join(t_obj.tuple_pos),
t_obj.misc_info
))
assert isinstance(t_obj.word_surface, string_types)
assert isinstance(t_obj.word_stem, string_types)
assert isinstance(t_obj.tuple_pos, tuple)
assert isinstance(t_obj.misc_info, dict)
assert t_obj.tuple_pos[0] == u'名詞'
logger.debug('-'*30)
for stem_posTuple in filtered_result.convert_list_object():
assert isinstance(stem_posTuple, tuple)
word_stem = stem_posTuple[0]
word_posTuple = stem_posTuple[1]
assert isinstance(word_stem, string_types)
assert isinstance(word_posTuple, tuple)
logger.debug(u'word_stem:{} word_pos:{}'.format(word_stem, ' '.join(word_posTuple)))
def test_tokenize(self):
"""This test case checks juman_wrapper.tokenize
"""
print (u'Tokenize Test')
test_sentence = u"紗倉 まな（さくら まな、1993年3月23日 - ）は、日本のAV女優。"
juman_wrapper = JumanWrapper()
token_objects = juman_wrapper.tokenize(sentence=test_sentence,
return_list=False,
is_feature=True
)
assert isinstance(token_objects, TokenizedSenetence)
for t_obj in token_objects.tokenized_objects:
assert isinstance(t_obj, TokenizedResult)
print(u"word_surafce:{}, word_stem:{}, pos_tuple:{}, misc_info:{}".format(
t_obj.word_surface,
t_obj.word_stem,
' '.join(t_obj.tuple_pos),
t_obj.misc_info
))
assert isinstance(t_obj.word_surface, string_types)
assert isinstance(t_obj.word_stem, string_types)
assert isinstance(t_obj.tuple_pos, tuple)
assert isinstance(t_obj.misc_info, dict)
token_objects_list = token_objects.convert_list_object()
assert isinstance(token_objects_list, list)
print('-'*30)
for stem_posTuple in token_objects_list:
assert isinstance(stem_posTuple, tuple)
word_stem = stem_posTuple[0]
word_posTuple = stem_posTuple[1]
assert isinstance(word_stem, string_types)
assert isinstance(word_posTuple, tuple)
print(u'word_stem:{} word_pos:{}'.format(word_stem, ' '.join(word_posTuple)))
