def create_calculator(cls, parseset_index):
mongodb_connection = pymongo.Connection(host='127.0.0.1')
collection_map = {
1:
mongodb_connection['trnltk']['wordUnigrams{}'.format(
parseset_index)],
2:
mongodb_connection['trnltk']['wordBigrams{}'.format(
parseset_index)],
3:
mongodb_connection['trnltk']['wordTrigrams{}'.format(
parseset_index)]
}
query_cache_collection = QueryCacheCollectionCreator(
mongodb_connection['trnltk']).build(drop=False)
database_index_builder = DatabaseIndexBuilder(collection_map)
target_form_given_context_counter = CachingTargetFormGivenContextCounter(
collection_map, query_cache_collection)
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother(
)
sequence_likelihood_calculator = UniformSequenceLikelihoodCalculator()
return ContextParsingLikelihoodCalculator(
database_index_builder, target_form_given_context_counter,
ngram_frequency_smoother, sequence_likelihood_calculator)
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)
def setUpClass(cls):
super(ContextParsingLikelihoodCalculatorTest, cls).setUpClass()
database_index_builder = DatabaseIndexBuilder(cls.collection_map)
target_form_given_context_counter = TargetFormGivenContextCounter(
cls.collection_map)
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother(
)
sequence_likelihood_calculator = UniformSequenceLikelihoodCalculator()
cls.generator = ContextParsingLikelihoodCalculator(
database_index_builder, target_form_given_context_counter,
ngram_frequency_smoother, sequence_likelihood_calculator)
def setUp(self):
super(ContextParsingLikelihoodCalculatorCachingTest, self).setUp()
database = self.mongodb_connection['trnltk']
query_cache_collection = QueryCacheCollectionCreator(database).build(
drop=True)
database_index_builder = DatabaseIndexBuilder(self.collection_map)
target_form_given_context_counter = CachingTargetFormGivenContextCounter(
self.collection_map, query_cache_collection)
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother(
)
sequence_likelihood_calculator = UniformSequenceLikelihoodCalculator()
self.generator = ContextParsingLikelihoodCalculator(
database_index_builder, target_form_given_context_counter,
ngram_frequency_smoother, sequence_likelihood_calculator)
def setUp(self):
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother()
self.generator = ContextParsingLikelihoodCalculator(None, None, ngram_frequency_smoother, None)
class ParseResultsCartesianProductTest(unittest.TestCase):
def setUp(self):
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother()
self.generator = ContextParsingLikelihoodCalculator(None, None, ngram_frequency_smoother, None)
def test_should_get_cartesian_products_of_parse_results_when_context_is_empty(self):
assert_that(self.generator._get_cartesian_products_of_context_parse_results(None), equal_to([]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([]), equal_to([]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[]]), equal_to([]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[],[]]), equal_to([]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_one_item(self):
morpheme_container_a = Mock()
morpheme_container_b = Mock()
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[morpheme_container_a]]), equal_to([[morpheme_container_a]]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[morpheme_container_a, morpheme_container_b]]), equal_to([[morpheme_container_a],[morpheme_container_b]]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[morpheme_container_a],[]]), equal_to([[morpheme_container_a]]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[morpheme_container_a, morpheme_container_b],[]]), equal_to([[morpheme_container_a],[morpheme_container_b]]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[],[morpheme_container_a]]), equal_to([[morpheme_container_a]]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([[],[morpheme_container_a, morpheme_container_b]]), equal_to([[morpheme_container_a],[morpheme_container_b]]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_two_items(self):
morpheme_container_a_0 = Mock()
morpheme_container_a_1 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_b_1 = Mock()
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[morpheme_container_b_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[morpheme_container_b_0, morpheme_container_b_1]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1],
[morpheme_container_a_1, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_1]
]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_two_items_and_blank_ones(self):
morpheme_container_a_0 = Mock()
morpheme_container_a_1 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_b_1 = Mock()
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[morpheme_container_b_0],
[]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[],
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[],
[morpheme_container_b_0, morpheme_container_b_1]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1],
[]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1],
[morpheme_container_a_1, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_1]
]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_three(self):
morpheme_container_a_0 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_c_0 = Mock()
morpheme_container_a_1 = Mock()
morpheme_container_b_1 = Mock()
morpheme_container_c_1 = Mock()
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[morpheme_container_b_0],
[morpheme_container_c_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[],
[morpheme_container_a_0],
[morpheme_container_b_0],
[morpheme_container_c_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[],
[morpheme_container_b_0],
[morpheme_container_c_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[morpheme_container_b_0],
[],
[morpheme_container_c_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[],
[morpheme_container_b_0],
[],
[morpheme_container_c_0],
[]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0]
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[],
[morpheme_container_b_0],
[morpheme_container_c_0, morpheme_container_c_1],
[]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0],
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_1],
[morpheme_container_a_1, morpheme_container_b_0, morpheme_container_c_0],
[morpheme_container_a_1, morpheme_container_b_0, morpheme_container_c_1],
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[],
[],
[morpheme_container_a_0],
[morpheme_container_b_0, morpheme_container_b_1],
[morpheme_container_c_0, morpheme_container_c_1],
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0],
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_1],
[morpheme_container_a_0, morpheme_container_b_1, morpheme_container_c_0],
[morpheme_container_a_0, morpheme_container_b_1, morpheme_container_c_1],
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1],
[],
[morpheme_container_c_0],
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0],
[morpheme_container_a_0, morpheme_container_b_1, morpheme_container_c_0],
[morpheme_container_a_1, morpheme_container_b_0, morpheme_container_c_0],
[morpheme_container_a_1, morpheme_container_b_1, morpheme_container_c_0],
]))
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1],
[morpheme_container_c_0, morpheme_container_c_1],
[],
[],
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0],
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_1],
[morpheme_container_a_0, morpheme_container_b_1, morpheme_container_c_0],
[morpheme_container_a_0, morpheme_container_b_1, morpheme_container_c_1],
[morpheme_container_a_1, morpheme_container_b_0, morpheme_container_c_0],
[morpheme_container_a_1, morpheme_container_b_0, morpheme_container_c_1],
[morpheme_container_a_1, morpheme_container_b_1, morpheme_container_c_0],
[morpheme_container_a_1, morpheme_container_b_1, morpheme_container_c_1],
]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_four(self):
morpheme_container_a_0 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_c_0 = Mock()
morpheme_container_d_0 = Mock()
assert_that(self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0],
[morpheme_container_b_0],
[morpheme_container_c_0],
[morpheme_container_d_0]
]), equal_to([
[morpheme_container_a_0, morpheme_container_b_0, morpheme_container_c_0, morpheme_container_d_0]
]))
def setUp(self):
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother(
)
self.generator = ContextParsingLikelihoodCalculator(
None, None, ngram_frequency_smoother, None)
class ParseResultsCartesianProductTest(unittest.TestCase):
def setUp(self):
ngram_frequency_smoother = CachedSimpleGoodTuringNGramFrequencySmoother(
)
self.generator = ContextParsingLikelihoodCalculator(
None, None, ngram_frequency_smoother, None)
def test_should_get_cartesian_products_of_parse_results_when_context_is_empty(
self):
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
None), equal_to([]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[]), equal_to([]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[]]), equal_to([]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[], []]), equal_to([]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_one_item(
self):
morpheme_container_a = Mock()
morpheme_container_b = Mock()
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a]]), equal_to([[morpheme_container_a]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a, morpheme_container_b]]),
equal_to([[morpheme_container_a], [morpheme_container_b]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a], []]),
equal_to([[morpheme_container_a]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a, morpheme_container_b], []]),
equal_to([[morpheme_container_a], [morpheme_container_b]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[], [morpheme_container_a]]),
equal_to([[morpheme_container_a]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[], [morpheme_container_a, morpheme_container_b]]),
equal_to([[morpheme_container_a], [morpheme_container_b]]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_two_items(
self):
morpheme_container_a_0 = Mock()
morpheme_container_a_1 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_b_1 = Mock()
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [morpheme_container_b_0]]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0]]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_0]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0],
[morpheme_container_b_0, morpheme_container_b_1]]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1]]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1],
[morpheme_container_a_1, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_1]]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_two_items_and_blank_ones(
self):
morpheme_container_a_0 = Mock()
morpheme_container_a_1 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_b_1 = Mock()
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [morpheme_container_b_0], []]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[], [morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0]]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_0]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [],
[morpheme_container_b_0, morpheme_container_b_1]]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1], []]),
equal_to([[morpheme_container_a_0, morpheme_container_b_0],
[morpheme_container_a_0, morpheme_container_b_1],
[morpheme_container_a_1, morpheme_container_b_0],
[morpheme_container_a_1, morpheme_container_b_1]]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_three(
self):
morpheme_container_a_0 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_c_0 = Mock()
morpheme_container_a_1 = Mock()
morpheme_container_b_1 = Mock()
morpheme_container_c_1 = Mock()
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [morpheme_container_b_0],
[morpheme_container_c_0]]),
equal_to([[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[], [morpheme_container_a_0], [morpheme_container_b_0],
[morpheme_container_c_0]]),
equal_to([[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [], [morpheme_container_b_0],
[morpheme_container_c_0]]),
equal_to([[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [morpheme_container_b_0], [],
[morpheme_container_c_0]]),
equal_to([[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [], [morpheme_container_b_0], [],
[morpheme_container_c_0], []]),
equal_to([[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
]]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0, morpheme_container_a_1], [],
[morpheme_container_b_0],
[morpheme_container_c_0, morpheme_container_c_1], []]),
equal_to([
[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
],
[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_1
],
[
morpheme_container_a_1, morpheme_container_b_0,
morpheme_container_c_0
],
[
morpheme_container_a_1, morpheme_container_b_0,
morpheme_container_c_1
],
]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results([
[],
[],
[morpheme_container_a_0],
[morpheme_container_b_0, morpheme_container_b_1],
[morpheme_container_c_0, morpheme_container_c_1],
]),
equal_to([
[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
],
[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_1
],
[
morpheme_container_a_0, morpheme_container_b_1,
morpheme_container_c_0
],
[
morpheme_container_a_0, morpheme_container_b_1,
morpheme_container_c_1
],
]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1],
[],
[morpheme_container_c_0],
]),
equal_to([
[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
],
[
morpheme_container_a_0, morpheme_container_b_1,
morpheme_container_c_0
],
[
morpheme_container_a_1, morpheme_container_b_0,
morpheme_container_c_0
],
[
morpheme_container_a_1, morpheme_container_b_1,
morpheme_container_c_0
],
]))
assert_that(
self.generator._get_cartesian_products_of_context_parse_results([
[morpheme_container_a_0, morpheme_container_a_1],
[morpheme_container_b_0, morpheme_container_b_1],
[morpheme_container_c_0, morpheme_container_c_1],
[],
[],
]),
equal_to([
[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0
],
[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_1
],
[
morpheme_container_a_0, morpheme_container_b_1,
morpheme_container_c_0
],
[
morpheme_container_a_0, morpheme_container_b_1,
morpheme_container_c_1
],
[
morpheme_container_a_1, morpheme_container_b_0,
morpheme_container_c_0
],
[
morpheme_container_a_1, morpheme_container_b_0,
morpheme_container_c_1
],
[
morpheme_container_a_1, morpheme_container_b_1,
morpheme_container_c_0
],
[
morpheme_container_a_1, morpheme_container_b_1,
morpheme_container_c_1
],
]))
def test_should_get_cartesian_products_of_parse_results_when_context_has_four(
self):
morpheme_container_a_0 = Mock()
morpheme_container_b_0 = Mock()
morpheme_container_c_0 = Mock()
morpheme_container_d_0 = Mock()
assert_that(
self.generator._get_cartesian_products_of_context_parse_results(
[[morpheme_container_a_0], [morpheme_container_b_0],
[morpheme_container_c_0], [morpheme_container_d_0]]),
equal_to([[
morpheme_container_a_0, morpheme_container_b_0,
morpheme_container_c_0, morpheme_container_d_0
]]))