def setup(self):
self.lexicon = Lexicon()
class TestLexicon:
"""
Functions tested in TestLexicon:
- __init__
- add_new_category
- add_word_to_category
- find_category_for_word
- remove_category
- increase_weight
- decrease_weight
- weaken_other_associations_for_categories
- decrease_weights_for_other_words
- find_word_for_category
Functions not tested:
- get_words
- get_words_size
- get_categories_size
"""
def __init__(self):
self.lexicon = None
def add_category(self, category, word=None, weight=None):
return self.lexicon.add_new_category(category, word, weight)
def add_word(self, category, word, weight=None):
self.lexicon.add_word_to_category(word, category, weight)
def categories_size(self, size):
assert_equals(self.lexicon.get_categories_size(), size)
def category_and_word(self, category, word):
self.category_for_word(category, word)
self.word_for_category(category, word)
def category_for_word(self, category, word):
assert_equals(self.lexicon.find_category_for_word(word), category)
def word_for_category(self, category, word):
assert_equals(self.lexicon.find_word_for_category(category), word)
def words_size(self, size):
assert_equals(self.lexicon.get_words_size(), size)
def setup(self):
self.lexicon = Lexicon()
@raises(AssertionError)
def test__init__forbidden_value_decrease_strength_bigger_than_max_strength(self):
l = Lexicon(weight_decrease=1, max_weight=0)
@raises(AssertionError)
def test__init__forbidden_value_decrease_strength_lower_than_0(self):
l = Lexicon(weight_decrease=-1)
@raises(AssertionError)
def test__init__forbidden_value_increase_strength_bigger_than_max_strength(self):
l = Lexicon(weight_increase=1, max_weight=0)
@raises(AssertionError)
def test__init__forbidden_value_increase_strength_lower_than_0(self):
l = Lexicon(weight_increase=-1)
@raises(AssertionError)
def test__init__forbidden_value_initial_strength_bigger_than_max_strength(self):
l = Lexicon(max_weight=1, new_weight=2)
@raises(AssertionError)
def test__init__forbidden_value_initial_strength_lower_than_min_strength(self):
l = Lexicon(min_weight=1, new_weight=0)
@raises(AssertionError)
def test__init__forbidden_value_lateral_inhibition_bigger_than_max_strength(self):
l = Lexicon(lateral_inhibition=1, max_weight=0)
@raises(AssertionError)
def test__init__forbidden_value_lateral_inhibition_lower_than_0(self):
l = Lexicon(lateral_inhibition=-1)
@raises(AssertionError)
def test__init__forbidden_value_max_lower_than_min(self):
l = Lexicon(min_weight=1, max_weight=0)
@raises(AssertionError)
def test__init__forbidden_value_min_lower_than_0(self):
l = Lexicon(min_weight=-1)
def test_add_new_category_returns_good_values(self):
assert_equals(self.add_category(1, 1), 1)
assert_equals(self.add_category(2, 2), 2)
assert_equals(self.add_category(3, 3), 3)
assert_equals(self.add_category(2), None)
word = self.add_category(4)
self.category_and_word(4, word)
def test_add_word_to_category_good_weights(self):
self.add_category(1, 1, 0.1)
self.category_and_word(1, 1)
self.add_word(1, 2, 0.2)
self.category_and_word(1, 2)
self.add_word(1, 3, 0.3)
self.category_and_word(1, 3)
@raises(ValueError)
def test_add_word_to_category_none_category_error(self):
self.lexicon.add_word_to_category(1, None)
def test_remove_category_adding_and_removing_to_empty(self):
self.test_word_for_category_adding_new_words_and_categories()
self.add_word(1, 3, 0.1)
self.words_size(3)
self.categories_size(2)
self.lexicon.remove_category(1)
self.words_size(2)
self.categories_size(1)
self.lexicon.remove_category(2)
self.words_size(0)
self.categories_size(0)
def test_remove_category_re_adding_elements_after_remove(self):
self.test_remove_category_adding_and_removing_to_empty()
self.test_remove_category_adding_and_removing_to_empty()
def test_strengthen_association_bigger(self):
self.add_category(1, 1, 0.1)
self.add_word(1, 2, 0.2)
self.category_and_word(1, 2)
self.category_for_word(1, 1)
self.lexicon.increase_weight(1, 1)
self.lexicon.increase_weight(1, 1)
self.category_and_word(1, 1)
self.category_for_word(1, 2)
def test_weaken_association_lower(self):
self.add_category(1, 1)
self.add_category(2, 1)
self.add_word(1, 2)
self.lexicon.decrease_weight(2, 1)
self.lexicon.decrease_weight(1, 2)
self.category_and_word(1, 1)
def test_weaken_other_associations_for_categories_lower(self):
self.add_category(1, 1, 0.1)
self.add_category(2, 1, 0.2)
self.add_category(3, 1, 0.0)
self.add_category(4, 1, 0.3)
self.category_and_word(4, 1)
self.lexicon.decrease_weights_for_other_categories(1, 1)
self.lexicon.decrease_weights_for_other_categories(1, 1)
self.lexicon.decrease_weights_for_other_categories(1, 1)
self.category_and_word(1, 1)
self.word_for_category(2, 1)
self.word_for_category(3, 1)
self.word_for_category(4, 1)
def test_weaken_other_associations_for_words_lower(self):
self.add_category(1, 1, 0.1)
self.add_word(1, 2, 0.2)
self.add_word(1, 3, 0)
self.add_word(1, 4, 0.3)
self.category_and_word(1, 4)
self.lexicon.decrease_weights_for_other_words(1, 1)
self.lexicon.decrease_weights_for_other_words(1, 1)
self.lexicon.decrease_weights_for_other_words(1, 1)
self.category_and_word(1, 1)
self.category_for_word(1, 2)
self.category_for_word(1, 3)
self.category_for_word(1, 4)
def test_word_for_category_adding_new_words_and_categories(self):
""" And test_category_for_word. """
self.add_category(1, 1, 0.1)
self.category_and_word(1, 1)
self.add_category(2, 1, 0.2)
self.category_and_word(2, 1)
self.word_for_category(1, 1)
self.add_word(1, 2, 0.2)
self.category_and_word(2, 1)
self.category_and_word(1, 2)
self.add_word(2, 2, 0.1)
self.category_and_word(2, 1)
self.category_and_word(1, 2)
