def setUp(self):
logging.basicConfig(level=logging.INFO)
parser_logger.setLevel(logging.INFO)
suffix_applier_logger.setLevel(logging.INFO)
suffix_graph = BasicSuffixGraph()
suffix_graph.initialize()
word_root_finder = WordRootFinder(self.root_map)
self.parser = ContextlessMorphologicalParser(suffix_graph, None,
[word_root_finder])
def initialize():
all_roots = []
lexemes = LexiconLoader.load_from_file(
os.path.join(os.path.dirname(__file__),
'../resources/master_dictionary.txt'))
for di in lexemes:
all_roots.extend(CircumflexConvertingRootGenerator.generate(di))
root_map_generator = RootMapGenerator()
root_map = root_map_generator.generate(all_roots)
suffix_graph = CopulaSuffixGraph(
NumeralSuffixGraph(ProperNounSuffixGraph(BasicSuffixGraph())))
suffix_graph.initialize()
predefined_paths = PredefinedPaths(root_map, suffix_graph)
predefined_paths.create_predefined_paths()
word_root_finder = WordRootFinder(root_map)
text_numeral_root_finder = TextNumeralRootFinder(root_map)
digit_numeral_root_finder = DigitNumeralRootFinder()
proper_noun_from_apostrophe_root_finder = ProperNounFromApostropheRootFinder(
)
proper_noun_without_apostrophe_root_finder = ProperNounWithoutApostropheRootFinder(
)
global contextless_parser
contextless_parser = ContextlessMorphologicalParser(
suffix_graph, predefined_paths, [
word_root_finder, text_numeral_root_finder,
digit_numeral_root_finder, proper_noun_from_apostrophe_root_finder,
proper_noun_without_apostrophe_root_finder
])
def setUpClass(cls):
super(
MorphemeContainerContextlessProbabilityGeneratorWithContainersTest,
cls).setUpClass()
all_roots = []
lexicon_lines = u'''
duvar
tutku
saç
oğul [A:LastVowelDrop]
demek [A:RootChange, Passive_In, Passive_InIl]
bu [P:Det]
'''.strip().splitlines()
lexemes = LexiconLoader.load_from_lines(lexicon_lines)
for di in lexemes:
all_roots.extend(RootGenerator.generate(di))
root_map_generator = RootMapGenerator()
cls.root_map = root_map_generator.generate(all_roots)
suffix_graph = BasicSuffixGraph()
suffix_graph.initialize()
word_root_finder = WordRootFinder(cls.root_map)
cls.contextless_parser = ContextlessMorphologicalParser(
suffix_graph, None, [word_root_finder])
def setUp(self):
logging.basicConfig(level=logging.INFO)
parser_logger.setLevel(logging.INFO)
suffix_applier_logger.setLevel(logging.INFO)
suffix_graph = BasicSuffixGraph()
suffix_graph.initialize()
word_root_finder = WordRootFinder(self.root_map)
self.parser = ContextlessMorphologicalParser(suffix_graph, None, [word_root_finder])
def setUp(self):
logging.basicConfig(level=logging.INFO)
parser_logger.setLevel(logging.INFO)
suffix_applier_logger.setLevel(logging.INFO)
suffix_graph = BasicSuffixGraph()
suffix_graph.initialize()
self.mock_brute_force_noun_root_finder = BruteForceVerbRootFinder()
self.parser = ContextlessMorphologicalParser(
suffix_graph, None, [self.mock_brute_force_noun_root_finder])
def setUpClass(cls):
super(StatisticalParserTest, cls).setUpClass()
all_roots = []
lexemes = LexiconLoader.load_from_file(
os.path.join(os.path.dirname(__file__),
'../../resources/master_dictionary.txt'))
for di in lexemes:
all_roots.extend(RootGenerator.generate(di))
root_map_generator = RootMapGenerator()
cls.root_map = root_map_generator.generate(all_roots)
suffix_graph = CopulaSuffixGraph(NumeralSuffixGraph(
BasicSuffixGraph()))
suffix_graph.initialize()
predefined_paths = PredefinedPaths(cls.root_map, suffix_graph)
predefined_paths.create_predefined_paths()
word_root_finder = WordRootFinder(cls.root_map)
digit_numeral_root_finder = DigitNumeralRootFinder()
text_numeral_root_finder = TextNumeralRootFinder(cls.root_map)
proper_noun_from_apostrophe_root_finder = ProperNounFromApostropheRootFinder(
)
proper_noun_without_apostrophe_root_finder = ProperNounWithoutApostropheRootFinder(
)
contextless_parser = ContextlessMorphologicalParser(
suffix_graph, predefined_paths, [
word_root_finder, digit_numeral_root_finder,
text_numeral_root_finder,
proper_noun_from_apostrophe_root_finder,
proper_noun_without_apostrophe_root_finder
])
parseset_index = "001"
dom = parse(
os.path.join(
os.path.dirname(__file__),
'../../testresources/parsesets/parseset{}.xml'.format(
parseset_index)))
parseset = ParseSetBinding.build(
dom.getElementsByTagName("parseset")[0])
parse_set_word_list = []
for sentence in parseset.sentences:
parse_set_word_list.extend(sentence.words)
complete_word_concordance_index = CompleteWordConcordanceIndex(
parse_set_word_list)
cls.parser = StatisticalParser(contextless_parser,
complete_word_concordance_index)
def setUpClass(cls):
super(ParserTestWithProperNouns, cls).setUpClass()
cls.root_map = dict()
suffix_graph = ProperNounSuffixGraph(BasicSuffixGraph())
suffix_graph.initialize()
proper_noun_from_apostrophe_root_finder = ProperNounFromApostropheRootFinder()
proper_noun_without_apostrophe_root_finder = ProperNounWithoutApostropheRootFinder()
cls.parser = ContextlessMorphologicalParser(suffix_graph, None,
[proper_noun_from_apostrophe_root_finder, proper_noun_without_apostrophe_root_finder])
def setUpClass(cls):
super(_LikelihoodCalculatorTest, cls).setUpClass()
all_roots = []
lexemes = LexiconLoader.load_from_file(
os.path.join(os.path.dirname(__file__),
'../../../../../resources/master_dictionary.txt'))
for di in lexemes:
all_roots.extend(RootGenerator.generate(di))
root_map_generator = RootMapGenerator()
cls.root_map = root_map_generator.generate(all_roots)
suffix_graph = CopulaSuffixGraph(
NumeralSuffixGraph(ProperNounSuffixGraph(BasicSuffixGraph())))
suffix_graph.initialize()
predefined_paths = PredefinedPaths(cls.root_map, suffix_graph)
predefined_paths.create_predefined_paths()
word_root_finder = WordRootFinder(cls.root_map)
digit_numeral_root_finder = DigitNumeralRootFinder()
text_numeral_root_finder = TextNumeralRootFinder(cls.root_map)
proper_noun_from_apostrophe_root_finder = ProperNounFromApostropheRootFinder(
)
proper_noun_without_apostrophe_root_finder = ProperNounWithoutApostropheRootFinder(
)
cls.contextless_parser = ContextlessMorphologicalParser(
suffix_graph, predefined_paths, [
word_root_finder, digit_numeral_root_finder,
text_numeral_root_finder,
proper_noun_from_apostrophe_root_finder,
proper_noun_without_apostrophe_root_finder
])
cls.mongodb_connection = pymongo.Connection(host='127.0.0.1')
cls.collection_map = {
1: cls.mongodb_connection['trnltk']['wordUnigrams999'],
2: cls.mongodb_connection['trnltk']['wordBigrams999'],
3: cls.mongodb_connection['trnltk']['wordTrigrams999']
}
cls.generator = None
class FormatterTest(unittest.TestCase):
@classmethod
def setUpClass(cls):
super(FormatterTest, cls).setUpClass()
all_roots = []
dictionary_content = ["kitap", "yapmak"]
lexemes = LexiconLoader.load_from_lines(dictionary_content)
for di in lexemes:
all_roots.extend(RootGenerator.generate(di))
cls.root_map = RootMapGenerator().generate(all_roots)
def setUp(self):
logging.basicConfig(level=logging.INFO)
parser_logger.setLevel(logging.INFO)
suffix_applier_logger.setLevel(logging.INFO)
suffix_graph = BasicSuffixGraph()
suffix_graph.initialize()
word_root_finder = WordRootFinder(self.root_map)
self.parser = ContextlessMorphologicalParser(suffix_graph, None, [word_root_finder])
def test_should_format_for_simple_parseset(self):
parse_result = self.parser.parse(u'kitaba')[0]
assert_that(formatter.format_morpheme_container_for_simple_parseset(parse_result), equal_to(u'(1,"kitap+Noun+A3sg+Pnon+Dat")'))
parse_result = self.parser.parse(u'yaptırtmayı')[0]
assert_that(formatter.format_morpheme_container_for_simple_parseset(parse_result), equal_to(u'(1,"yap+Verb")(2,"Verb+Caus")(3,"Verb+Caus+Pos")(4,"Noun+Inf+A3sg+Pnon+Acc")'))
def test_should_format_for_tests(self):
parse_result = self.parser.parse(u'kitaba')[0]
assert_that(formatter.format_morpheme_container_for_tests(parse_result), equal_to(u'kitab(kitap)+Noun+A3sg+Pnon+Dat(+yA[a])'))
parse_result = self.parser.parse(u'yaptırtmayı')[0]
assert_that(formatter.format_morpheme_container_for_tests(parse_result), equal_to(u'yap(yapmak)+Verb+Verb+Caus(dIr[tır])+Verb+Caus(t[t])+Pos+Noun+Inf(mA[ma])+A3sg+Pnon+Acc(+yI[yı])'))
def test_should_format_for_parseset(self):
parse_result = self.parser.parse(u'kitaba')[0]
assert_that(formatter.format_morpheme_container_for_parseset(parse_result), equal_to(u'kitap+Noun+A3sg+Pnon+Dat'))
parse_result = self.parser.parse(u'yaptırtmayı')[0]
assert_that(formatter.format_morpheme_container_for_parseset(parse_result), equal_to(u'yap+Verb+Verb+Caus+Verb+Caus+Pos+Noun+Inf+A3sg+Pnon+Acc'))
class FormatterTest(unittest.TestCase):
@classmethod
def setUpClass(cls):
super(FormatterTest, cls).setUpClass()
all_roots = []
dictionary_content = ["kitap", "yapmak"]
lexemes = LexiconLoader.load_from_lines(dictionary_content)
for di in lexemes:
all_roots.extend(RootGenerator.generate(di))
cls.root_map = RootMapGenerator().generate(all_roots)
def setUp(self):
logging.basicConfig(level=logging.INFO)
parser_logger.setLevel(logging.INFO)
suffix_applier_logger.setLevel(logging.INFO)
suffix_graph = BasicSuffixGraph()
suffix_graph.initialize()
word_root_finder = WordRootFinder(self.root_map)
self.parser = ContextlessMorphologicalParser(suffix_graph, None,
[word_root_finder])
def test_should_format_for_simple_parseset(self):
parse_result = self.parser.parse(u'kitaba')[0]
assert_that(
formatter.format_morpheme_container_for_simple_parseset(
parse_result), equal_to(u'(1,"kitap+Noun+A3sg+Pnon+Dat")'))
parse_result = self.parser.parse(u'yaptırtmayı')[0]
assert_that(
formatter.format_morpheme_container_for_simple_parseset(
parse_result),
equal_to(
u'(1,"yap+Verb")(2,"Verb+Caus")(3,"Verb+Caus+Pos")(4,"Noun+Inf+A3sg+Pnon+Acc")'
))
def test_should_format_for_tests(self):
parse_result = self.parser.parse(u'kitaba')[0]
assert_that(
formatter.format_morpheme_container_for_tests(parse_result),
equal_to(u'kitab(kitap)+Noun+A3sg+Pnon+Dat(+yA[a])'))
parse_result = self.parser.parse(u'yaptırtmayı')[0]
assert_that(
formatter.format_morpheme_container_for_tests(parse_result),
equal_to(
u'yap(yapmak)+Verb+Verb+Caus(dIr[tır])+Verb+Caus(t[t])+Pos+Noun+Inf(mA[ma])+A3sg+Pnon+Acc(+yI[yı])'
))
def test_should_format_for_parseset(self):
parse_result = self.parser.parse(u'kitaba')[0]
assert_that(
formatter.format_morpheme_container_for_parseset(parse_result),
equal_to(u'kitap+Noun+A3sg+Pnon+Dat'))
parse_result = self.parser.parse(u'yaptırtmayı')[0]
assert_that(
formatter.format_morpheme_container_for_parseset(parse_result),
equal_to(
u'yap+Verb+Verb+Caus+Verb+Caus+Pos+Noun+Inf+A3sg+Pnon+Acc'))
