def setUp(self):
self.parseset_creator = ParseSetCreator()
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 = (RootMapGenerator()).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)
digit_numeral_root_finder = DigitNumeralRootFinder()
text_numeral_root_finder = TextNumeralRootFinder(root_map)
proper_noun_from_apostrophe_root_finder = ProperNounFromApostropheRootFinder()
proper_noun_without_apostrophe_root_finder = ProperNounWithoutApostropheRootFinder()
self.parser = UpperCaseSupportingContextlessMorphologicalParser(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])
def setUpClass(cls):
super(InterpolatingLikelihoodCalculatorCalculationContextTest,
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 = UpperCaseSupportingContextlessMorphologicalParser(
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
])
mongodb_connection = pymongo.Connection(host='127.0.0.1')
cls.collection_map = {
1: mongodb_connection['trnltk']['wordUnigrams999'],
2: mongodb_connection['trnltk']['wordBigrams999'],
3: mongodb_connection['trnltk']['wordTrigrams999']
}
database_index_builder = DatabaseIndexBuilder(cls.collection_map)
target_form_given_context_counter = InMemoryCachingTargetFormGivenContextCounter(
cls.collection_map)
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother(
)
sequence_likelihood_calculator = UniformSequenceLikelihoodCalculator()
wrapped_generator = ContextParsingLikelihoodCalculator(
database_index_builder, target_form_given_context_counter,
ngram_frequency_smoother, sequence_likelihood_calculator)
cls.generator = InterpolatingLikelihoodCalculator(wrapped_generator)
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()
parser = UpperCaseSupportingContextlessMorphologicalParser(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])
sentence = sys.argv[1].decode('utf-8')
for word in sentence.split():
lst = parser.parse(word)
root_set = set()
for element in lst:
formatted = formatter.format_morpheme_container_for_parseset(element)
root = formatted[:formatted.index('+')]
root_set.add(root.lower())
for root in root_set:
print(root.encode('utf-8'), end=' ')
print()
